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ORCIDHinrich Schütze
Person information
- affiliation: Ludwig Maximilian University of Munich, Center for Information and Language Processing, Germany
- affiliation (former): University of Stuttgart, Institute for Natural Language Processing, Germany
- affiliation (former): Stanford University, CA, USA
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2020 – today
- 2024
[j35]Valentin Hofmann, Goran Glavas, Nikola Ljubesic, Janet B. Pierrehumbert, Hinrich Schütze:
Geographic Adaptation of Pretrained Language Models. Trans. Assoc. Comput. Linguistics 12: 411-431 (2024)- [c281]Amir Hossein Kargaran, François Yvon, Hinrich Schütze:
MaskLID: Code-Switching Language Identification through Iterative Masking. ACL (Short Papers) 2024: 459-469 - [c280]Yihong Liu, Chunlan Ma, Haotian Ye, Hinrich Schütze:
TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models. ACL (1) 2024: 2476-2499 - [c279]Shuzhou Yuan, Ercong Nie, Michael Färber, Helmut Schmid, Hinrich Schütze:
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network. ACL (Findings) 2024: 3987-4001 - [c278]Paul Röttger, Valentin Hofmann, Valentina Pyatkin, Musashi Hinck, Hannah Kirk, Hinrich Schütze, Dirk Hovy:
Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models. ACL (1) 2024: 15295-15311 - [c277]Shijia Zhou, Leonie Weissweiler, Taiqi He, Hinrich Schütze, David R. Mortensen, Lori S. Levin:
Constructions Are So Difficult That Even Large Language Models Get Them Right for the Wrong Reasons. LREC/COLING 2024: 3804-3811 - [c276]Amir Hossein Kargaran, François Yvon, Hinrich Schütze:
GlotScript: A Resource and Tool for Low Resource Writing System Identification. LREC/COLING 2024: 7774-7784 - [c275]Verena Blaschke, Barbara Kovacic, Siyao Peng, Hinrich Schütze, Barbara Plank:
MaiBaam: A Multi-Dialectal Bavarian Universal Dependency Treebank. LREC/COLING 2024: 10921-10938 - [c274]Abdullatif Köksal, Silvia Severini, Hinrich Schütze:
SilverAlign: MT-Based Silver Data Algorithm for Evaluating Word Alignment. LREC/COLING 2024: 14812-14825 - [c273]Leonie Weissweiler, Nina Böbel, Kirian Guiller, Santiago Herrera, Wesley Samuel Scivetti, Arthur Lorenzi, Nurit Melnik, Archna Bhatia, Hinrich Schütze, Lori S. Levin, Amir Zeldes, Joakim Nivre, William Croft, Nathan Schneider:
UCxn: Typologically-Informed Annotation of Constructions Atop Universal Dependencies. LREC/COLING 2024: 16919-16932 - [c272]David R. Mortensen, Valentina Izrailevitch, Yunze Xiao
, Hinrich Schütze, Leonie Weissweiler:
Verbing Weirds Language (Models): Evaluation of English Zero-Derivation in Five LLMs. LREC/COLING 2024: 17359-17364 - [c271]Peiqin Lin, Chengzhi Hu, Zheyu Zhang, André F. T. Martins, Hinrich Schütze:
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models. EACL (Findings) 2024: 276-310 - [c270]Lütfi Kerem Senel, Benedikt Ebing, Konul Baghirova, Hinrich Schütze, Goran Glavas:
Kardeş-NLU: Transfer to Low-Resource Languages with Big Brother's Help - A Benchmark and Evaluation for Turkic Languages. EACL (1) 2024: 1672-1688 - [c269]Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze:
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks. EACL (1) 2024: 2685-2702 - [c268]Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze:
ChatZero: Zero-Shot Cross-Lingual Dialogue Generation via Pseudo-Target Language. ECAI 2024: 3867-3874 - [c267]Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
Rehearsal-Free Modular and Compositional Continual Learning for Language Models. NAACL (Short Papers) 2024: 469-480 - [c266]Yihong Liu, Peiqin Lin, Mingyang Wang, Hinrich Schütze:
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining. NAACL-HLT (Findings) 2024: 1067-1097 - [c265]Yongkang Liu, Ercong Nie, Shi Feng, Zheng Hua, Zifeng Ding, Daling Wang, Yifei Zhang, Hinrich Schütze:
A Unified Data Augmentation Framework for Low-Resource Multi-domain Dialogue Generation. ECML/PKDD (2) 2024: 162-177 - [e3]Cristina Piazza, Patricia Capsi-Morales, Luis Figueredo, Manuel Keppler, Hinrich Schütze:
Human-Friendly Robotics 2023 - HFR: 16th International Workshop on Human-Friendly Robotics, Munich, Germany, 20-21 September 2023. Springer Proceedings in Advanced Robotics 29, Springer 2024, ISBN 978-3-031-54999-1 [contents] - [i228]Haotian Ye, Yihong Liu, Chunlan Ma, Hinrich Schütze:
MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer. CoRR abs/2401.04821 (2024) - [i227]Yihong Liu, Chunlan Ma, Haotian Ye, Hinrich Schütze:
TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models. CoRR abs/2401.06620 (2024) - [i226]Peiqin Lin, Shaoxiong Ji, Jörg Tiedemann, André F. T. Martins, Hinrich Schütze:
MaLA-500: Massive Language Adaptation of Large Language Models. CoRR abs/2401.13303 (2024) - [i225]Yongkang Liu, Yiqun Zhang, Qian Li, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze:
HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy. CoRR abs/2401.15207 (2024) - [i224]Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze:
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks. CoRR abs/2401.16589 (2024) - [i223]Shuzhou Yuan, Ercong Nie, Michael Färber, Helmut Schmid, Hinrich Schütze:
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network. CoRR abs/2402.11709 (2024) - [i222]Verena Blaschke, Christoph Purschke, Hinrich Schütze, Barbara Plank:
What Do Dialect Speakers Want? A Survey of Attitudes Towards Language Technology for German Dialects. CoRR abs/2402.11968 (2024) - [i221]Paul Röttger, Valentin Hofmann, Valentina Pyatkin, Musashi Hinck, Hannah Rose Kirk, Hinrich Schütze, Dirk Hovy:
Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models. CoRR abs/2402.16786 (2024) - [i220]Ercong Nie, Shuzhou Yuan, Bolei Ma, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze:
Decomposed Prompting: Unveiling Multilingual Linguistic Structure Knowledge in English-Centric Large Language Models. CoRR abs/2402.18397 (2024) - [i219]Leonie Weissweiler, Abdullatif Köksal, Hinrich Schütze:
Hybrid Human-LLM Corpus Construction and LLM Evaluation for Rare Linguistic Phenomena. CoRR abs/2403.06965 (2024) - [i218]Verena Blaschke, Barbara Kovacic, Siyao Peng, Hinrich Schütze, Barbara Plank:
MaiBaam: A Multi-Dialectal Bavarian Universal Dependency Treebank. CoRR abs/2403.10293 (2024) - [i217]Leonie Weissweiler, Nina Böbel, Kirian Guiller, Santiago Herrera, Wesley Scivetti, Arthur Lorenzi, Nurit Melnik, Archna Bhatia, Hinrich Schütze, Lori S. Levin, Amir Zeldes, Joakim Nivre, William Croft, Nathan Schneider:
UCxn: Typologically Informed Annotation of Constructions Atop Universal Dependencies. CoRR abs/2403.17748 (2024) - [i216]Shijia Zhou, Leonie Weissweiler, Taiqi He, Hinrich Schütze, David R. Mortensen, Lori S. Levin:
Constructions Are So Difficult That Even Large Language Models Get Them Right for the Wrong Reasons. CoRR abs/2403.17760 (2024) - [i215]David R. Mortensen, Valentina Izrailevitch, Yunze Xiao, Hinrich Schütze, Leonie Weissweiler:
Verbing Weirds Language (Models): Evaluation of English Zero-Derivation in Five LLMs. CoRR abs/2403.17856 (2024) - [i214]Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
Rehearsal-Free Modular and Compositional Continual Learning for Language Models. CoRR abs/2404.00790 (2024) - [i213]Ryan Cotterell, Thomas Müller, Alexander Fraser, Hinrich Schütze:
Labeled Morphological Segmentation with Semi-Markov Models. CoRR abs/2404.08997 (2024) - [i212]Ali Modarressi, Abdullatif Köksal, Ayyoob Imani, Mohsen Fayyaz, Hinrich Schütze:
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory. CoRR abs/2404.11672 (2024) - [i211]Peiqin Lin, André F. T. Martins, Hinrich Schütze:
XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples. CoRR abs/2405.05116 (2024) - [i210]Yihong Liu, Chunlan Ma, Haotian Ye, Hinrich Schütze:
TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data. CoRR abs/2405.09913 (2024) - [i209]Thomas Müller, Ryan Cotterell, Alexander Fraser, Hinrich Schütze:
Joint Lemmatization and Morphological Tagging with LEMMING. CoRR abs/2405.18308 (2024) - [i208]Amir Hossein Kargaran, François Yvon, Hinrich Schütze:
MaskLID: Code-Switching Language Identification through Iterative Masking. CoRR abs/2406.06263 (2024) - [i207]Yongkang Liu, Ercong Nie, Shi Feng, Zheng Hua, Zifeng Ding, Daling Wang, Yifei Zhang, Hinrich Schütze:
A Unified Data Augmentation Framework for Low-Resource Multi-Domain Dialogue Generation. CoRR abs/2406.09881 (2024) - [i206]Lea Hirlimann, Shengqiang Zhang, Hinrich Schütze, Philipp Wicke:
Robustness Testing of Multi-Modal Models in Varied Home Environments for Assistive Robots. CoRR abs/2406.12443 (2024) - [i205]Ercong Nie, Bo Shao, Zifeng Ding, Mingyang Wang, Helmut Schmid, Hinrich Schütze:
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning. CoRR abs/2406.17764 (2024) - [i204]Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
Learn it or Leave it: Module Composition and Pruning for Continual Learning. CoRR abs/2406.18708 (2024) - [i203]Orgest Xhelili, Yihong Liu, Hinrich Schütze:
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment. CoRR abs/2406.19759 (2024) - [i202]Peiqin Lin, André F. T. Martins, Hinrich Schütze:
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models. CoRR abs/2407.00436 (2024) - [i201]Chunlan Ma, Yihong Liu, Haotian Ye, Hinrich Schütze:
Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts. CoRR abs/2407.02320 (2024) - [i200]Ali Modarressi, Abdullatif Köksal, Hinrich Schütze:
Consistent Document-Level Relation Extraction via Counterfactuals. CoRR abs/2407.06699 (2024) - [i199]Arda Yüksel, Abdullatif Köksal, Lütfi Kerem Senel, Anna Korhonen, Hinrich Schütze:
TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish. CoRR abs/2407.12402 (2024) - [i198]Subhabrata Dutta, Timo Kaufmann, Goran Glavas, Ivan Habernal, Kristian Kersting, Frauke Kreuter, Mira Mezini, Iryna Gurevych, Eyke Hüllermeier, Hinrich Schütze:
Problem Solving Through Human-AI Preference-Based Cooperation. CoRR abs/2408.07461 (2024) - [i197]Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze:
ChatZero:Zero-shot Cross-Lingual Dialogue Generation via Pseudo-Target Language. CoRR abs/2408.08724 (2024) - [i196]Raoyuan Zhao, Abdullatif Köksal, Yihong Liu, Leonie Weissweiler, Anna Korhonen, Hinrich Schütze:
SYNTHEVAL: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists. CoRR abs/2408.17437 (2024) - [i195]Ingo Ziegler, Abdullatif Köksal, Desmond Elliott, Hinrich Schütze:
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation. CoRR abs/2409.02098 (2024) - [i194]Abdullatif Köksal, Marion Thaler, Ayyoob Imani, Ahmet Üstün, Anna Korhonen, Hinrich Schütze:
MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions. CoRR abs/2409.12958 (2024) - [i193]Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Ayyoob Imani, Orgest Xhelili, Haotian Ye, Chunlan Ma, François Yvon, Hinrich Schütze:
How Transliterations Improve Crosslingual Alignment. CoRR abs/2409.17326 (2024) - [i192]Yihong Liu, Haotian Ye, Chunlan Ma, Mingyang Wang, Hinrich Schütze:
LangSAMP: Language-Script Aware Multilingual Pretraining. CoRR abs/2409.18199 (2024) - [i191]Mingyang Wang, Lukas Lange, Heike Adel, Jannik Strötgen, Hinrich Schütze:
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization. CoRR abs/2410.02433 (2024) - 2023
- [j34]Leonie Weissweiler, Valentin Hofmann, Abdullatif Köksal, Hinrich Schütze:
Explaining pretrained language models' understanding of linguistic structures using construction grammar. Frontiers Artif. Intell. 6 (2023) - [j33]Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023) - [c264]Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran, Silvia Severini, Masoud Jalili Sabet, Nora Kassner, Chunlan Ma, Helmut Schmid, André F. T. Martins, François Yvon, Hinrich Schütze:
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages. ACL (1) 2023: 1082-1117 - [c263]Xinpeng Wang, Leonie Weissweiler, Hinrich Schütze, Barbara Plank:
How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives. ACL (2) 2023: 1843-1852 - [c262]Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze:
PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism. ACL (1) 2023: 3295-3310 - [c261]Zhen Han, Ruotong Liao, Jindong Gu, Yao Zhang, Zifeng Ding, Yujia Gu, Heinz Koeppl, Hinrich Schütze, Volker Tresp:
ECOLA: Enhancing Temporal Knowledge Embeddings with Contextualized Language Representations. ACL (Findings) 2023: 5433-5447 - [c260]Ercong Nie, Sheng Liang, Helmut Schmid, Hinrich Schütze:
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages. ACL (Findings) 2023: 8320-8340 - [c259]Yihong Liu, Haotian Ye, Leonie Weissweiler, Philipp Wicke, Renhao Pei, Robert Zangenfeind, Hinrich Schütze:
A Crosslingual Investigation of Conceptualization in 1335 Languages. ACL (1) 2023: 12969-13000 - [c258]Abdullatif Köksal, Timo Schick, Hinrich Schütze:
MEAL: Stable and Active Learning for Few-Shot Prompting. EMNLP (Findings) 2023: 506-517 - [c257]Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
GradSim: Gradient-Based Language Grouping for Effective Multilingual Training. EMNLP 2023: 4631-4646 - [c256]Amir Hossein Kargaran, Ayyoob Imani, François Yvon, Hinrich Schütze:
GlotLID: Language Identification for Low-Resource Languages. EMNLP (Findings) 2023: 6155-6218 - [c255]Leonie Weissweiler, Valentin Hofmann, Anjali Kantharuban, Anna Cai, Ritam Dutt, Amey Hengle, Anubha Kabra, Atharva Kulkarni, Abhishek Vijayakumar, Haofei Yu, Hinrich Schütze, Kemal Oflazer, David R. Mortensen:
Counting the Bugs in ChatGPT's Wugs: A Multilingual Investigation into the Morphological Capabilities of a Large Language Model. EMNLP 2023: 6508-6524 - [c254]Yihong Liu, Haotian Ye, Leonie Weissweiler, Renhao Pei, Hinrich Schütze:
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs. EMNLP (Findings) 2023: 8376-8401 - [c253]Abdullatif Köksal, Omer Faruk Yalcin, Ahmet Akbiyik, M. Tahir Kilavuz, Anna Korhonen, Hinrich Schütze:
Language-Agnostic Bias Detection in Language Models with Bias Probing. EMNLP (Findings) 2023: 12735-12747 - [c252]Nora Kassner, Oyvind Tafjord, Ashish Sabharwal, Kyle Richardson, Hinrich Schütze, Peter Clark:
Language Models with Rationality. EMNLP 2023: 14190-14201 - [c251]Ercong Nie, Helmut Schmid, Hinrich Schütze:
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration. EMNLP (Findings) 2023: 15774-15782 - [c250]Yihong Liu, Alexandra Chronopoulou, Hinrich Schütze, Alexander Fraser:
On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss. IWSLT@ACL 2023: 491-502 - [c249]Bolei Ma, Ercong Nie, Helmut Schmid, Hinrich Schütze:
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding. KONVENS 2023: 1-16 - [c248]Nafiseh Nikeghbal, Amir Hossein Kargaran, Abbas Heydarnoori, Hinrich Schütze:
GIRT-Data: Sampling GitHub Issue Report Templates. MSR 2023: 104-108 - [c247]Verena Blaschke, Hinrich Schütze, Barbara Plank:
A Survey of Corpora for Germanic Low-Resource Languages and Dialects. NoDaLiDa 2023: 392-414 - [c246]Ercong Nie, Helmut Schmid, Hinrich Schütze:
Cross-Lingual Constituency Parsing for Middle High German: A Delexicalized Approach. ALP@RANLP 2023: 68-79 - [c245]Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis. SemEval@ACL 2023: 488-497 - [c244]Yanchen Liu, Timo Schick, Hinrich Schütze:
Semantic-Oriented Unlabeled Priming for Large-Scale Language Models. SustaiNLP 2023: 32-38 - [c243]Verena Blaschke, Hinrich Schütze, Barbara Plank:
Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized Languages. VarDial@EACL 2023: 40-54 - [i190]Leonie Weissweiler, Taiqi He, Naoki Otani, David R. Mortensen, Lori S. Levin, Hinrich Schütze:
Construction Grammar Provides Unique Insight into Neural Language Models. CoRR abs/2302.02178 (2023) - [i189]Amir Hossein Kargaran, Nafiseh Nikeghbal, Abbas Heydarnoori, Hinrich Schütze:
MenuCraft: Interactive Menu System Design with Large Language Models. CoRR abs/2303.04496 (2023) - [i188]Nafiseh Nikeghbal, Amir Hossein Kargaran, Abbas Heydarnoori, Hinrich Schütze:
GIRT-Data: Sampling GitHub Issue Report Templates. CoRR abs/2303.09236 (2023) - [i187]Antonis Maronikolakis, Abdullatif Köksal, Hinrich Schütze:
Sociocultural knowledge is needed for selection of shots in hate speech detection tasks. CoRR abs/2304.01890 (2023) - [i186]Abdullatif Köksal, Timo Schick, Anna Korhonen, Hinrich Schütze:
LongForm: Optimizing Instruction Tuning for Long Text Generation with Corpus Extraction. CoRR abs/2304.08460 (2023) - [i185]Verena Blaschke, Hinrich Schütze, Barbara Plank:
A Survey of Corpora for Germanic Low-Resource Languages and Dialects. CoRR abs/2304.09805 (2023) - [i184]Verena Blaschke, Hinrich Schütze, Barbara Plank:
Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized Languages. CoRR abs/2304.10158 (2023) - [i183]Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis. CoRR abs/2305.00090 (2023) - [i182]Yihong Liu, Haotian Ye, Leonie Weissweiler, Philipp Wicke, Renhao Pei, Robert Zangenfeind, Hinrich Schütze:
A Crosslingual Investigation of Conceptualization in 1335 Languages. CoRR abs/2305.08475 (2023) - [i181]Chunlan Ma, Ayyoob Imani, Haotian Ye, Ehsaneddin Asgari, Hinrich Schütze:
Taxi1500: A Multilingual Dataset for Text Classification in 1500 Languages. CoRR abs/2305.08487 (2023) - [i180]Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran, Silvia Severini, Masoud Jalili Sabet, Nora Kassner, Chunlan Ma, Helmut Schmid, André F. T. Martins, François Yvon, Hinrich Schütze:
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages. CoRR abs/2305.12182 (2023) - [i179]Yihong Liu, Haotian Ye, Leonie Weissweiler, Hinrich Schütze:
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs. CoRR abs/2305.12818 (2023) - [i178]Abdullatif Köksal, Omer Faruk Yalcin, Ahmet Akbiyik, M. Tahir Kilavuz, Anna Korhonen, Hinrich Schütze:
Language-Agnostic Bias Detection in Language Models. CoRR abs/2305.13302 (2023) - [i177]Haotian Ye, Yihong Liu, Hinrich Schütze:
A study of conceptual language similarity: comparison and evaluation. CoRR abs/2305.13401 (2023) - [i176]Peiqin Lin, Chengzhi Hu, Zheyu Zhang, André F. T. Martins, Hinrich Schütze:
mPLM-Sim: Unveiling Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models. CoRR abs/2305.13684 (2023) - [i175]Nora Kassner, Oyvind Tafjord, Ashish Sabharwal, Kyle Richardson, Hinrich Schütze, Peter Clark:
Language Models with Rationality. CoRR abs/2305.14250 (2023) - [i174]Ali Modarressi, Ayyoob Imani, Mohsen Fayyaz, Hinrich Schütze:
RET-LLM: Towards a General Read-Write Memory for Large Language Models. CoRR abs/2305.14322 (2023) - [i173]Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze:
Evaluate What You Can't Evaluate: Unassessable Generated Responses Quality. CoRR abs/2305.14658 (2023) - [i172]Xinpeng Wang, Leonie Weissweiler, Hinrich Schütze, Barbara Plank:
How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives. CoRR abs/2305.15032 (2023) - [i171]Yihong Liu, Alexandra Chronopoulou, Hinrich Schütze, Alexander Fraser:
On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss. CoRR abs/2305.17182 (2023) - [i170]Victor Steinborn, Antonis Maronikolakis, Hinrich Schütze:
Politeness Stereotypes and Attack Vectors: Gender Stereotypes in Japanese and Korean Language Models. CoRR abs/2306.09752 (2023) - [i169]Philipp Wicke, Lütfi Kerem Senel, Shengqiang Zhang, Luis F. C. Figueredo, Abdeldjallil Naceri, Sami Haddadin, Hinrich Schütze:
Towards Language-Based Modulation of Assistive Robots through Multimodal Models. CoRR abs/2306.14830 (2023) - [i168]Bolei Ma, Ercong Nie, Helmut Schmid, Hinrich Schütze:
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding. CoRR abs/2307.07880 (2023) - [i167]Ercong Nie, Helmut Schmid, Hinrich Schütze:
Cross-Lingual Constituency Parsing for Middle High German: A Delexicalized Approach. CoRR abs/2308.04645 (2023) - [i166]Amir Hossein Kargaran, François Yvon, Hinrich Schütze:
GlotScript: A Resource and Tool for Low Resource Writing System Identification. CoRR abs/2309.13320 (2023) - [i165]Ercong Nie, Helmut Schmid, Hinrich Schütze:
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration. CoRR abs/2310.05069 (2023) - [i164]Shengqiang Zhang, Philipp Wicke, Lütfi Kerem Senel, Luis F. C. Figueredo, Abdeldjallil Naceri, Sami Haddadin, Barbara Plank, Hinrich Schütze:
LoHoRavens: A Long-Horizon Language-Conditioned Benchmark for Robotic Tabletop Manipulation. CoRR abs/2310.12020 (2023) - [i163]Leonie Weissweiler, Valentin Hofmann, Anjali Kantharuban, Anna Cai, Ritam Dutt, Amey Hengle, Anubha Kabra, Atharva Kulkarni, Abhishek Vijayakumar, Haofei Yu, Hinrich Schütze, Kemal Oflazer, David R. Mortensen:
Counting the Bugs in ChatGPT's Wugs: A Multilingual Investigation into the Morphological Capabilities of a Large Language Model. CoRR abs/2310.15113 (2023) - [i162]Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
GradSim: Gradient-Based Language Grouping for Effective Multilingual Training. CoRR abs/2310.15269 (2023) - [i161]Amir Hossein Kargaran, Ayyoob Imani, François Yvon, Hinrich Schütze:
GlotLID: Language Identification for Low-Resource Languages. CoRR abs/2310.16248 (2023) - [i160]Yihong Liu, Peiqin Lin, Mingyang Wang, Hinrich Schütze:
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining. CoRR abs/2311.08849 (2023) - [i159]Viktor Hangya, Silvia Severini, Radoslav Ralev, Alexander Fraser, Hinrich Schütze:
Multilingual Word Embeddings for Low-Resource Languages using Anchors and a Chain of Related Languages. CoRR abs/2311.12489 (2023) - 2022
- [j32]Philipp Dufter, Martin Schmitt, Hinrich Schütze:
Position Information in Transformers: An Overview. Comput. Linguistics 48(3): 733-763 (2022) - [j31]Lütfi Kerem Senel, Furkan Sahinuç, Veysel Yücesoy, Hinrich Schütze, Tolga Çukur, Aykut Koç:
Learning interpretable word embeddings via bidirectional alignment of dimensions with semantic concepts. Inf. Process. Manag. 59(3): 102925 (2022) - [j30]Timo Schick, Hinrich Schütze:
True Few-Shot Learning With Prompts - A Real-World Perspective. Trans. Assoc. Comput. Linguistics 10: 716-731 (2022) - [c242]Sahand Sharifzadeh, Sina Moayed Baharlou, Martin Schmitt, Hinrich Schütze, Volker Tresp:
Improving Scene Graph Classification by Exploiting Knowledge from Texts. AAAI 2022: 2189-2197 - [c241]Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert:
An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers. ACL (2) 2022: 385-393 - [c240]Lütfi Kerem Senel, Timo Schick, Hinrich Schütze:
CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment. ACL (2) 2022: 815-824 - [c239]Antonis Maronikolakis, Axel Wisiorek, Leah Nann, Haris Jabbar, Sahana Udupa, Hinrich Schütze:
Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments. ACL (Findings) 2022: 1089-1104 - [c238]Yihong Liu, Haris Jabbar, Hinrich Schütze:
Flow-Adapter Architecture for Unsupervised Machine Translation. ACL (1) 2022: 1253-1266 - [c237]Ayyoob Imani, Lütfi Kerem Senel, Masoud Jalili Sabet, François Yvon, Hinrich Schütze:
Graph Neural Networks for Multiparallel Word Alignment. ACL (Findings) 2022: 1384-1396 - [c236]Sanjeev Kumar Karn, Ning Liu, Hinrich Schütze, Oladimeji Farri:
Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization. ACL (1) 2022: 1542-1553 - [c235]Sheng Liang, Mengjie Zhao, Hinrich Schütze:
Modular and Parameter-Efficient Multimodal Fusion with Prompting. ACL (Findings) 2022: 2976-2985 - [c234]Leonie Weissweiler, Valentin Hofmann, Masoud Jalili Sabet, Hinrich Schütze:
CaMEL: Case Marker Extraction without Labels. ACL (1) 2022: 5506-5516 - [c233]Ayyoob Imani, Silvia Severini, Masoud Jalili Sabet, François Yvon, Hinrich Schütze:
Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging. EMNLP 2022: 1577-1589 - [c232]Yatin Chaudhary, Pranav Rai, Matthias Schubert, Hinrich Schütze, Pankaj Gupta:
Federated Continual Learning for Text Classification via Selective Inter-client Transfer. EMNLP (Findings) 2022: 4789-4799 - [c231]Leonie Weissweiler, Valentin Hofmann, Abdullatif Köksal, Hinrich Schütze:
The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative Correlative. EMNLP 2022: 10859-10882 - [c230]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology. ICML 2022: 8796-8810 - [c229]Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert:
The Reddit Politosphere: A Large-Scale Text and Network Resource of Online Political Discourse. ICWSM 2022: 1259-1267 - [c228]Sajad Mirzababaei, Amir Hossein Kargaran, Hinrich Schütze, Ehsaneddin Asgari:
Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging. AACL/IJCNLP (1) 2022: 1013-1024 - [c227]Silvia Severini, Ayyoob Imani, Philipp Dufter, Hinrich Schütze:
Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages. LREC 2022: 3923-3933 - [c226]Valentin Hofmann, Xiaowen Dong, Janet B. Pierrehumbert, Hinrich Schütze:
Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity. NAACL-HLT (Findings) 2022: 536-550 - [c225]Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze:
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework. NAACL-HLT (Findings) 2022: 675-692 - [c224]Victor Steinborn, Philipp Dufter, Haris Jabbar, Hinrich Schütze:
An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models. NAACL-HLT (Findings) 2022: 921-932 - [c223]Junze Li, Mengjie Zhao, Yubo Xie, Antonis Maronikolakis, Pearl Pu, Hinrich Schütze:
This joke is [MASK]: Recognizing Humor and Offense with Prompting. TL4NLP 2022: 1-9 - [d1]Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert:
The Reddit Politosphere: A Large-Scale Text and Network Resource of Online Political Discourse. Zenodo, 2022
- [i158]Silvia Severini, Ayyoob Imani, Philipp Dufter, Hinrich Schütze:
Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages. CoRR abs/2201.12219 (2022) - [i157]Yanchen Liu, Timo Schick, Hinrich Schütze:
Semantic-Oriented Unlabeled Priming for Large-Scale Language Models. CoRR abs/2202.06133 (2022) - [i156]Lütfi Kerem Senel, Timo Schick, Hinrich Schütze:
CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment. CoRR abs/2203.06228 (2022) - [i155]Sheng Liang, Mengjie Zhao, Hinrich Schütze:
Modular and Parameter-Efficient Multimodal Fusion with Prompting. CoRR abs/2203.08055 (2022) - [i154]Sanjeev Kumar Karn, Ning Liu, Hinrich Schütze, Oladimeji Farri:
Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization. CoRR abs/2203.08257 (2022) - [i153]Valentin Hofmann, Goran Glavas, Nikola Ljubesic, Janet B. Pierrehumbert, Hinrich Schütze:
Geographic Adaptation of Pretrained Language Models. CoRR abs/2203.08565 (2022) - [i152]Ayyoob Imani, Lütfi Kerem Senel, Masoud Jalili Sabet, François Yvon, Hinrich Schütze:
Graph Neural Networks for Multiparallel Word Alignment. CoRR abs/2203.08654 (2022) - [i151]Zhen Han, Ruotong Liao, Beiyan Liu, Yao Zhang, Zifeng Ding, Heinz Köppl, Hinrich Schütze, Volker Tresp:
Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations. CoRR abs/2203.09590 (2022) - [i150]Leonie Weissweiler, Valentin Hofmann, Masoud Jalili Sabet, Hinrich Schütze:
CaMEL: Case Marker Extraction without Labels. CoRR abs/2203.10010 (2022) - [i149]Antonis Maronikolakis, Axel Wisiorek, Leah Nann, Haris Jabbar, Sahana Udupa, Hinrich Schütze:
Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments. CoRR abs/2203.11764 (2022) - [i148]Marina Sedinkina, Martin Schmitt, Hinrich Schütze:
Domain Adaptation for Sparse-Data Settings: What Do We Gain by Not Using Bert? CoRR abs/2203.16926 (2022) - [i147]Yihong Liu, Haris Jabbar, Hinrich Schütze:
Flow-Adapter Architecture for Unsupervised Machine Translation. CoRR abs/2204.12225 (2022) - [i146]Antonis Maronikolakis, Philip Baader, Hinrich Schütze:
Analyzing Hate Speech Data along Racial, Gender and Intersectional Axes. CoRR abs/2205.06621 (2022) - [i145]Silvia Severini, Viktor Hangya, Masoud Jalili Sabet, Alexander Fraser, Hinrich Schütze:
Don't Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings. CoRR abs/2205.15713 (2022) - [i144]Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. CoRR abs/2206.04615 (2022) - [i143]Yanai Elazar, Nora Kassner, Shauli Ravfogel, Amir Feder, Abhilasha Ravichander, Marius Mosbach, Yonatan Belinkov, Hinrich Schütze, Yoav Goldberg:
Measuring Causal Effects of Data Statistics on Language Model's 'Factual' Predictions. CoRR abs/2207.14251 (2022) - [i142]Peiqin Lin, Jiashuo Wang, Hinrich Schütze, Wenjie Li:
Modeling Content-Emotion Duality via Disentanglement for Empathetic Conversation. CoRR abs/2209.12495 (2022) - [i141]Yatin Chaudhary, Pranav Rai, Matthias Schubert, Hinrich Schütze, Pankaj Gupta:
Federated Continual Learning for Text Classification via Selective Inter-client Transfer. CoRR abs/2210.06101 (2022) - [i140]Abdullatif Köksal, Silvia Severini, Hinrich Schütze:
SilverAlign: MT-Based Silver Data Algorithm For Evaluating Word Alignment. CoRR abs/2210.06207 (2022) - [i139]Ayyoob Imani, Silvia Severini, Masoud Jalili Sabet, François Yvon, Hinrich Schütze:
Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging. CoRR abs/2210.09840 (2022) - [i138]Leonie Weissweiler, Valentin Hofmann, Abdullatif Köksal, Hinrich Schütze:
The Better Your Syntax, the Better Your Semantics? Probing Pretrained Language Models for the English Comparative Correlative. CoRR abs/2210.13181 (2022) - [i137]Junze Li, Mengjie Zhao, Yubo Xie, Antonis Maronikolakis, Pearl Pu, Hinrich Schütze:
This joke is [MASK]: Recognizing Humor and Offense with Prompting. CoRR abs/2210.13985 (2022) - [i136]Abdullatif Köksal, Timo Schick, Hinrich Schütze:
MEAL: Stable and Active Learning for Few-Shot Prompting. CoRR abs/2211.08358 (2022) - [i135]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology. CoRR abs/2212.07547 (2022) - [i134]Yongkang Liu, Shi Feng, Daling Wang, Hinrich Schütze, Yifei Zhang:
PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism. CoRR abs/2212.09086 (2022) - [i133]Ercong Nie, Sheng Liang, Helmut Schmid, Hinrich Schütze:
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages. CoRR abs/2212.09651 (2022) - 2021
- [j29]Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg:
Measuring and Improving Consistency in Pretrained Language Models. Trans. Assoc. Comput. Linguistics 9: 1012-1031 (2021) - [j28]Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg:
Erratum: Measuring and Improving Consistency in Pretrained Language Models. Trans. Assoc. Comput. Linguistics 9: 1407 (2021) - [j27]Timo Schick, Sahana Udupa, Hinrich Schütze:
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP. Trans. Assoc. Comput. Linguistics 9: 1408-1424 (2021) - [c222]Ayyoob Imani, Masoud Jalili Sabet, Philipp Dufter, Michael Cysouw, Hinrich Schütze:
ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus. ACL (demo) 2021: 63-72 - [c221]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Superbizarre Is Not Superb: Derivational Morphology Improves BERT's Interpretation of Complex Words. ACL/IJCNLP (1) 2021: 3594-3608 - [c220]Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulic, Roi Reichart, Anna Korhonen, Hinrich Schütze:
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters. ACL/IJCNLP (1) 2021: 5751-5767 - [c219]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Dynamic Contextualized Word Embeddings. ACL/IJCNLP (1) 2021: 6970-6984 - [c218]Jeremias Bohn, Jannik Fischbach, Martin Schmitt, Hinrich Schütze, Andreas Vogelsang:
Semi-Automated Labeling of Requirement Datasets for Relation Extraction. BUCC@RANLP 2021: 40-45 - [c217]Timo Schick, Hinrich Schütze:
Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference. EACL 2021: 255-269 - [c216]Lutfi Kerem Senel, Hinrich Schütze:
Does She Wink or Does She Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models. EACL 2021: 532-538 - [c215]Martin Schmitt, Hinrich Schütze:
Language Models for Lexical Inference in Context. EACL 2021: 1267-1280 - [c214]Nora Kassner, Philipp Dufter, Hinrich Schütze:
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models. EACL 2021: 3250-3258 - [c213]Timo Schick, Hinrich Schütze:
Few-Shot Text Generation with Natural Language Instructions. EMNLP (1) 2021: 390-402 - [c212]Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze:
Wine is not v i n. On the Compatibility of Tokenizations across Languages. EMNLP (Findings) 2021: 2382-2399 - [c211]Timo Schick, Hinrich Schütze:
Generating Datasets with Pretrained Language Models. EMNLP (1) 2021: 6943-6951 - [c210]Martin Schmitt, Hinrich Schütze:
Continuous Entailment Patterns for Lexical Inference in Context. EMNLP (1) 2021: 6952-6959 - [c209]Ayyoob Imani, Masoud Jalili Sabet, Lutfi Kerem Senel, Philipp Dufter, François Yvon, Hinrich Schütze:
Graph Algorithms for Multiparallel Word Alignment. EMNLP (1) 2021: 8457-8469 - [c208]Mengjie Zhao, Hinrich Schütze:
Discrete and Soft Prompting for Multilingual Models. EMNLP (1) 2021: 8547-8555 - [c207]Nora Kassner, Oyvind Tafjord, Hinrich Schütze, Peter Clark:
BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief. EMNLP (1) 2021: 8849-8861 - [c206]Luisa März, Stefan Schweter, Nina Pörner, Benjamin Roth, Hinrich Schütze:
Data Centric Domain Adaptation for Historical Text with OCR Errors. ICDAR (2) 2021: 748-761 - [c205]Timo Schick, Hinrich Schütze:
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners. NAACL-HLT 2021: 2339-2352 - [c204]Philipp Dufter, Nora Kassner, Hinrich Schütze:
Static Embeddings as Efficient Knowledge Bases? NAACL-HLT 2021: 2353-2363 - [c203]Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze:
Multi-source Neural Topic Modeling in Multi-view Embedding Spaces. NAACL-HLT 2021: 4205-4217 - [c202]Julian Höllig, Philipp Dufter, Michaela Geierhos, Wolfgang Ziegler, Hinrich Schütze:
Semantic Text Segment Classification of Structured Technical Content. NLDB 2021: 165-177 - [i132]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Superbizarre Is Not Superb: Improving BERT's Interpretations of Complex Words with Derivational Morphology. CoRR abs/2101.00403 (2021) - [i131]Nora Kassner, Philipp Dufter, Hinrich Schütze:
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models. CoRR abs/2102.00894 (2021) - [i130]Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg:
Measuring and Improving Consistency in Pretrained Language Models. CoRR abs/2102.01017 (2021) - [i129]Lutfi Kerem Senel, Hinrich Schütze:
Does He Wink or Does He Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models. CoRR abs/2102.03596 (2021) - [i128]Sahand Sharifzadeh, Sina Moayed Baharlou, Martin Schmitt, Hinrich Schütze, Volker Tresp:
Improving Visual Reasoning by Exploiting The Knowledge in Texts. CoRR abs/2102.04760 (2021) - [i127]Martin Schmitt, Hinrich Schütze:
Language Models for Lexical Inference in Context. CoRR abs/2102.05331 (2021) - [i126]Philipp Dufter, Martin Schmitt, Hinrich Schütze:
Position Information in Transformers: An Overview. CoRR abs/2102.11090 (2021) - [i125]Timo Schick, Sahana Udupa, Hinrich Schütze:
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP. CoRR abs/2103.00453 (2021) - [i124]Sanjeev Kumar Karn, Francine Chen, Yan-Ying Chen, Ulli Waltinger, Hinrich Schütze:
Few-Shot Learning of an Interleaved Text Summarization Model by Pretraining with Synthetic Data. CoRR abs/2103.05131 (2021) - [i123]Philipp Dufter, Nora Kassner, Hinrich Schütze:
Static Embeddings as Efficient Knowledge Bases? CoRR abs/2104.07094 (2021) - [i122]Timo Schick, Hinrich Schütze:
Generating Datasets with Pretrained Language Models. CoRR abs/2104.07540 (2021) - [i121]Nora Kassner, Oyvind Tafjord, Hinrich Schütze, Peter Clark:
Enriching a Model's Notion of Belief using a Persistent Memory. CoRR abs/2104.08401 (2021) - [i120]Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze:
Multi-source Neural Topic Modeling in Multi-view Embedding Spaces. CoRR abs/2104.08551 (2021) - [i119]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Modeling Ideological Agenda Setting and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity. CoRR abs/2104.08829 (2021) - [i118]Luisa März, Stefan Schweter, Nina Pörner, Benjamin Roth, Hinrich Schütze:
Data Centric Domain Adaptation for Historical Text with OCR Errors. CoRR abs/2107.00927 (2021) - [i117]Ayyoob Imani, Masoud Jalili Sabet, Philipp Dufter, Michael Cysouw, Hinrich Schütze:
ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus. CoRR abs/2107.06632 (2021) - [i116]Jeremias Bohn, Jannik Fischbach, Martin Schmitt, Hinrich Schütze, Andreas Vogelsang:
Semi-Automated Labeling of Requirement Datasets for Relation Extraction. CoRR abs/2109.02050 (2021) - [i115]Mengjie Zhao, Hinrich Schütze:
Discrete and Soft Prompting for Multilingual Models. CoRR abs/2109.03630 (2021) - [i114]Martin Schmitt, Hinrich Schütze:
Continuous Entailment Patterns for Lexical Inference in Context. CoRR abs/2109.03695 (2021) - [i113]Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze:
Wine is Not v i n. - On the Compatibility of Tokenizations Across Languages. CoRR abs/2109.05772 (2021) - [i112]Ayyoob Imani, Masoud Jalili Sabet, Lütfi Kerem Senel, Philipp Dufter, François Yvon, Hinrich Schütze:
Graph Algorithms for Multiparallel Word Alignment. CoRR abs/2109.06283 (2021) - [i111]Sheng Liang, Philipp Dufter, Hinrich Schütze:
Locating Language-Specific Information in Contextualized Embeddings. CoRR abs/2109.08040 (2021) - [i110]Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze:
BERT Cannot Align Characters. CoRR abs/2109.09700 (2021) - [i109]Maximilian Mozes, Martin Schmitt, Vladimir Golkov, Hinrich Schütze, Daniel Cremers:
Scene Graph Generation for Better Image Captioning? CoRR abs/2109.11398 (2021) - [i108]Nikolai Solmsdorf, Dietrich Trautmann, Hinrich Schütze:
Active Learning for Argument Mining: A Practical Approach. CoRR abs/2109.13611 (2021) - [i107]Nora Kassner, Oyvind Tafjord, Hinrich Schütze, Peter Clark:
BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief. CoRR abs/2109.14723 (2021) - [i106]Timo Schick, Hinrich Schütze:
True Few-Shot Learning with Prompts - A Real-World Perspective. CoRR abs/2111.13440 (2021) - [i105]Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze:
LMTurk: Few-Shot Learners as Crowdsourcing Workers. CoRR abs/2112.07522 (2021) - 2020
- [j26]Dietrich Trautmann, Michael Fromm, Volker Tresp, Thomas Seidl, Hinrich Schütze:
Relational and Fine-Grained Argument Mining. Datenbank-Spektrum 20(2): 99-105 (2020) - [c201]Alena Moiseeva, Hinrich Schütze:
TRENDNERT: A Benchmark for Trend and Downtrend Detection in a Scientific Domain. AAAI 2020: 8512-8519 - [c200]Timo Schick, Hinrich Schütze:
Rare Words: A Major Problem for Contextualized Embeddings and How to Fix it by Attentive Mimicking. AAAI 2020: 8766-8774 - [c199]Dietrich Trautmann, Johannes Daxenberger, Christian Stab, Hinrich Schütze, Iryna Gurevych:
Fine-Grained Argument Unit Recognition and Classification. AAAI 2020: 9048-9056 - [c198]Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert:
A Graph Auto-encoder Model of Derivational Morphology. ACL 2020: 1127-1138 - [c197]Timo Schick, Hinrich Schütze:
BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance. ACL 2020: 3996-4007 - [c196]Nina Pörner, Ulli Waltinger, Hinrich Schütze:
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity. ACL 2020: 7027-7034 - [c195]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Predicting the Growth of Morphological Families from Social and Linguistic Factors. ACL 2020: 7273-7283 - [c194]Nora Kassner, Hinrich Schütze:
Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly. ACL 2020: 7811-7818 - [c193]Silvia Severini, Viktor Hangya, Alexander M. Fraser, Hinrich Schütze:
LMU Bilingual Dictionary Induction System with Word Surface Similarity Scores for BUCC 2020. BUCC@LREC 2020: 49-55 - [c192]Philipp Dufter, Martin Schmitt, Hinrich Schütze:
Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention. COLING 2020: 3630-3636 - [c191]Sheng Liang, Philipp Dufter, Hinrich Schütze:
Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations. COLING 2020: 5082-5093 - [c190]Timo Schick, Helmut Schmid, Hinrich Schütze:
Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification. COLING 2020: 5569-5578 - [c189]Silvia Severini, Viktor Hangya, Alexander M. Fraser, Hinrich Schütze:
Combining Word Embeddings with Bilingual Orthography Embeddings for Bilingual Dictionary Induction. COLING 2020: 6044-6055 - [c188]Nora Kassner, Benno Krojer, Hinrich Schütze:
Are Pretrained Language Models Symbolic Reasoners over Knowledge? CoNLL 2020: 552-564 - [c187]Nina Pörner, Ulli Waltinger, Hinrich Schütze:
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT. EMNLP (Findings) 2020: 803-818 - [c186]Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze:
Quantifying the Contextualization of Word Representations with Semantic Class Probing. EMNLP (Findings) 2020: 1219-1234 - [c185]Nina Pörner, Ulli Waltinger, Hinrich Schütze:
Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA. EMNLP (Findings) 2020: 1482-1490 - [c184]Masoud Jalili Sabet, Philipp Dufter, François Yvon, Hinrich Schütze:
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings. EMNLP (Findings) 2020: 1627-1643 - [c183]Yatin Chaudhary, Pankaj Gupta, Khushbu Saxena, Vivek Kulkarni, Thomas A. Runkler, Hinrich Schütze:
TopicBERT for Energy Efficient Document Classification. EMNLP (Findings) 2020: 1682-1690 - [c182]Mengjie Zhao, Tao Lin, Fei Mi, Martin Jaggi, Hinrich Schütze:
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models. EMNLP (1) 2020: 2226-2241 - [c181]Nora Kassner, Hinrich Schütze:
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA. EMNLP (Findings) 2020: 3424-3430 - [c180]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
DagoBERT: Generating Derivational Morphology with a Pretrained Language Model. EMNLP (1) 2020: 3848-3861 - [c179]Philipp Dufter, Hinrich Schütze:
Identifying Elements Essential for BERT's Multilinguality. EMNLP (1) 2020: 4423-4437 - [c178]Martin Schmitt, Sahand Sharifzadeh, Volker Tresp, Hinrich Schütze:
An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing. EMNLP (1) 2020: 7117-7130 - [c177]Yatin Chaudhary, Hinrich Schütze, Pankaj Gupta:
Explainable and Discourse Topic-aware Neural Language Understanding. ICML 2020: 1479-1488 - [c176]Pankaj Gupta, Yatin Chaudhary, Thomas A. Runkler, Hinrich Schütze:
Neural Topic Modeling with Continual Lifelong Learning. ICML 2020: 3907-3917 - [c175]Anne Beyer, Göran Kauermann, Hinrich Schütze:
Embedding Space Correlation as a Measure of Domain Similarity. LREC 2020: 2431-2439 - [c174]Suteera Seeha, Ivan Bilan, Liliana Mamani Sánchez, Johannes Huber, Michael Matuschek, Hinrich Schütze:
ThaiLMCut: Unsupervised Pretraining for Thai Word Segmentation. LREC 2020: 6947-6957 - [c173]Ehsaneddin Asgari, Christoph Ringlstetter, Hinrich Schütze:
EmbLexChange at SemEval-2020 Task 1: Unsupervised Embedding-based Detection of Lexical Semantic Changes. SemEval@COLING 2020: 201-207 - [i104]Alena Moiseeva, Dietrich Trautmann, Hinrich Schütze:
Multipurpose Intelligent Process Automation via Conversational Assistant. CoRR abs/2001.02284 (2020) - [i103]Timo Schick, Hinrich Schütze:
Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference. CoRR abs/2001.07676 (2020) - [i102]Nina Pörner, Ulli Waltinger, Hinrich Schütze:
Inexpensive Domain Adaptation of Pretrained Language Models: A Case Study on Biomedical Named Entity Recognition. CoRR abs/2004.03354 (2020) - [i101]Masoud Jalili Sabet, Philipp Dufter, Hinrich Schütze:
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings. CoRR abs/2004.08728 (2020) - [i100]Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze:
Quantifying the Contextualization of Word Representations with Semantic Class Probing. CoRR abs/2004.12198 (2020) - [i99]Mengjie Zhao, Tao Lin, Martin Jaggi, Hinrich Schütze:
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models. CoRR abs/2004.12406 (2020) - [i98]Philipp Dufter, Hinrich Schütze:
Identifying Necessary Elements for BERT's Multilinguality. CoRR abs/2005.00396 (2020) - [i97]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Generating Derivational Morphology with BERT. CoRR abs/2005.00672 (2020) - [i96]Nora Kassner, Hinrich Schütze:
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA. CoRR abs/2005.00766 (2020) - [i95]Ehsaneddin Asgari, Christoph Ringlstetter, Hinrich Schütze:
Unsupervised Embedding-based Detection of Lexical Semantic Changes. CoRR abs/2005.07979 (2020) - [i94]Martin Schmitt, Leonardo F. R. Ribeiro, Philipp Dufter, Iryna Gurevych, Hinrich Schütze:
Modeling Graph Structure via Relative Position for Better Text Generation from Knowledge Graphs. CoRR abs/2006.09242 (2020) - [i93]Nora Kassner, Benno Krojer, Hinrich Schütze:
Pre-trained Language Models as Symbolic Reasoners over Knowledge? CoRR abs/2006.10413 (2020) - [i92]Yatin Chaudhary, Hinrich Schütze, Pankaj Gupta:
Explainable and Discourse Topic-aware Neural Language Understanding. CoRR abs/2006.10632 (2020) - [i91]Pankaj Gupta, Yatin Chaudhary, Thomas A. Runkler, Hinrich Schütze:
Neural Topic Modeling with Continual Lifelong Learning. CoRR abs/2006.10909 (2020) - [i90]Marina Sedinkina, Nikolas Breitkopf, Hinrich Schütze:
Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes. CoRR abs/2006.14209 (2020) - [i89]Leonardo F. R. Ribeiro, Martin Schmitt, Hinrich Schütze, Iryna Gurevych:
Investigating Pretrained Language Models for Graph-to-Text Generation. CoRR abs/2007.08426 (2020) - [i88]Timo Schick, Hinrich Schütze:
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners. CoRR abs/2009.07118 (2020) - [i87]Antonis Maronikolakis, Mark Stevenson, Hinrich Schütze:
Transformers Are Better Than Humans at Identifying Generated Text. CoRR abs/2009.13375 (2020) - [i86]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Dynamic Contextualized Word Embeddings. CoRR abs/2010.12684 (2020) - [i85]Timo Schick, Helmut Schmid, Hinrich Schütze:
Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification. CoRR abs/2010.13641 (2020) - [i84]Yatin Chaudhary, Pankaj Gupta, Khushbu Saxena, Vivek Kulkarni, Thomas A. Runkler, Hinrich Schütze:
TopicBERT for Energy Efficient Document Classification. CoRR abs/2010.16407 (2020) - [i83]Ehsaneddin Asgari, Masoud Jalili Sabet, Philipp Dufter, Christoph Ringlstetter, Hinrich Schütze:
Subword Sampling for Low Resource Word Alignment. CoRR abs/2012.11657 (2020) - [i82]Timo Schick, Hinrich Schütze:
Few-Shot Text Generation with Pattern-Exploiting Training. CoRR abs/2012.11926 (2020) - [i81]Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Roi Reichart, Anna Korhonen, Hinrich Schütze:
A Closer Look at Few-Shot Crosslingual Transfer: Variance, Benchmarks and Baselines. CoRR abs/2012.15682 (2020)
2010 – 2019
- 2019
- [j25]Heike Adel, Hinrich Schütze:
Type-aware Convolutional Neural Networks for Slot Filling. J. Artif. Intell. Res. 66: 297-339 (2019) - [j24]Benjamin Roth, Costanza Conforti, Nina Pörner, Sanjeev Kumar Karn, Hinrich Schütze:
Neural architectures for open-type relation argument extraction. Nat. Lang. Eng. 25(2): 219-238 (2019) - [j23]Marco Cornolti, Paolo Ferragina, Massimiliano Ciaramita, Stefan Rüd, Hinrich Schütze:
SMAPH: A Piggyback Approach for Entity-Linking in Web Queries. ACM Trans. Inf. Syst. 37(1): 13:1-13:42 (2019) - [c172]Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Schütze:
Document Informed Neural Autoregressive Topic Models with Distributional Prior. AAAI 2019: 6505-6512 - [c171]Pankaj Gupta, Subburam Rajaram, Hinrich Schütze, Thomas A. Runkler:
Neural Relation Extraction within and across Sentence Boundaries. AAAI 2019: 6513-6520 - [c170]Timo Schick, Hinrich Schütze:
Learning Semantic Representations for Novel Words: Leveraging Both Form and Context. AAAI 2019: 6965-6973 - [c169]Marina Sedinkina, Nikolas Breitkopf, Hinrich Schütze:
Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes. ACL (1) 2019: 346-359 - [c168]Martin Schmitt, Hinrich Schütze:
SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference. ACL (1) 2019: 902-914 - [c167]Mengjie Zhao, Hinrich Schütze:
A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction. ACL (1) 2019: 3506-3517 - [c166]Yadollah Yaghoobzadeh, Katharina Kann, Timothy J. Hazen, Eneko Agirre, Hinrich Schütze:
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings. ACL (1) 2019: 5740-5753 - [c165]Pankaj Gupta, Usama Yaseen, Hinrich Schütze:
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019. BioNLP-OST@EMNLP-IJNCLP 2019: 132-142 - [c164]Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze:
BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence Interactions. BioNLP-OST@EMNLP-IJNCLP 2019: 227-236 - [c163]Philipp Dufter, Hinrich Schütze:
Analytical Methods for Interpretable Ultradense Word Embeddings. EMNLP/IJCNLP (1) 2019: 1185-1191 - [c162]Nina Pörner, Hinrich Schütze:
Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection. EMNLP/IJCNLP (1) 2019: 1630-1641 - [c161]Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Schütze:
Texttovec: Deep Contextualized Neural autoregressive Topic Models of Language with Distributed Compositional Prior. ICLR (Poster) 2019 - [c160]Shahbaz Syed, Michael Völske, Nedim Lipka, Benno Stein, Hinrich Schütze, Martin Potthast:
Towards Summarization for Social Media - Results of the TL;DR Challenge. INLG 2019: 523-528 - [c159]Timo Schick, Hinrich Schütze:
Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts. NAACL-HLT (1) 2019: 489-494 - [c158]Apostolos Kemos, Heike Adel, Hinrich Schütze:
Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging. NAACL-HLT (1) 2019: 2736-2743 - [c157]Sanjeev Kumar Karn, Mark Buckley, Ulli Waltinger, Hinrich Schütze:
News Article Teaser Tweets and How to Generate Them. NAACL-HLT (1) 2019: 3967-3977 - [i80]Timo Schick, Hinrich Schütze:
Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts. CoRR abs/1904.01617 (2019) - [i79]Timo Schick, Hinrich Schütze:
Rare Words: A Major Problem for Contextualized Embeddings And How to Fix it by Attentive Mimicking. CoRR abs/1904.06707 (2019) - [i78]Philipp Dufter, Hinrich Schütze:
Analytical Methods for Interpretable Ultradense Word Embeddings. CoRR abs/1904.08654 (2019) - [i77]Martin Schmitt, Hinrich Schütze:
Unsupervised Text Generation from Structured Data. CoRR abs/1904.09447 (2019) - [i76]Dietrich Trautmann, Johannes Daxenberger, Christian Stab, Hinrich Schütze, Iryna Gurevych:
Robust Argument Unit Recognition and Classification. CoRR abs/1904.09688 (2019) - [i75]Martin Schmitt, Hinrich Schütze:
SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference. CoRR abs/1906.01393 (2019) - [i74]Sanjeev Kumar Karn, Francine Chen, Yan-Ying Chen, Ulli Waltinger, Hinrich Schütze:
Generating Multi-Sentence Abstractive Summaries of Interleaved Texts. CoRR abs/1906.01973 (2019) - [i73]Yadollah Yaghoobzadeh, Katharina Kann, Timothy J. Hazen, Eneko Agirre, Hinrich Schütze:
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings. CoRR abs/1906.03608 (2019) - [i72]Ryan Cotterell, Hinrich Schütze:
Morphological Word Embeddings. CoRR abs/1907.02423 (2019) - [i71]Pankaj Gupta, Khushbu Saxena, Usama Yaseen, Thomas A. Runkler, Hinrich Schütze:
Neural Architectures for Fine-Grained Propaganda Detection in News. CoRR abs/1909.06162 (2019) - [i70]Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze:
Multi-view and Multi-source Transfers in Neural Topic Modeling with Pretrained Topic and Word Embeddings. CoRR abs/1909.06563 (2019) - [i69]Yatin Chaudhary, Pankaj Gupta, Hinrich Schütze:
BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence Interactions. CoRR abs/1910.00314 (2019) - [i68]Heike Adel, Hinrich Schütze:
Type-aware Convolutional Neural Networks for Slot Filling. CoRR abs/1910.00546 (2019) - [i67]Usama Yaseen, Pankaj Gupta, Hinrich Schütze:
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019. CoRR abs/1910.03385 (2019) - [i66]Timo Schick, Hinrich Schütze:
BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance. CoRR abs/1910.07181 (2019) - [i65]Nora Kassner, Hinrich Schütze:
Negated LAMA: Birds cannot fly. CoRR abs/1911.03343 (2019) - [i64]Nina Pörner, Ulli Waltinger, Hinrich Schütze:
BERT is Not a Knowledge Base (Yet): Factual Knowledge vs. Name-Based Reasoning in Unsupervised QA. CoRR abs/1911.03681 (2019) - [i63]Nina Pörner, Ulli Waltinger, Hinrich Schütze:
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity. CoRR abs/1911.03700 (2019) - [i62]Ryan Cotterell, Arun Kumar, Hinrich Schütze:
Morphological Segmentation Inside-Out. CoRR abs/1911.04916 (2019) - [i61]James L. McClelland, Felix Hill, Maja Rudolph, Jason Baldridge, Hinrich Schütze:
Extending Machine Language Models toward Human-Level Language Understanding. CoRR abs/1912.05877 (2019) - 2018
- [j22]Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze:
Corpus-Level Fine-Grained Entity Typing. J. Artif. Intell. Res. 61: 835-862 (2018) - [j21]Ryan Cotterell, Hinrich Schütze:
Joint Semantic Synthesis and Morphological Analysis of the Derived Word. Trans. Assoc. Comput. Linguistics 6: 33-48 (2018) - [j20]Wenpeng Yin, Hinrich Schütze:
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms. Trans. Assoc. Comput. Linguistics 6: 687-702 (2018) - [c156]Nina Pörner, Hinrich Schütze, Benjamin Roth:
Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement. ACL (1) 2018: 340-350 - [c155]Wenpeng Yin, Dan Roth, Hinrich Schütze:
End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions. ACL (2) 2018: 540-545 - [c154]Viktor Hangya, Fabienne Braune, Alexander M. Fraser, Hinrich Schütze:
Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable. ACL (1) 2018: 810-820 - [c153]Philipp Dufter, Mengjie Zhao, Martin Schmitt, Alexander M. Fraser, Hinrich Schütze:
Embedding Learning Through Multilingual Concept Induction. ACL (1) 2018: 1520-1530 - [c152]Wenpeng Yin, Yadollah Yaghoobzadeh, Hinrich Schütze:
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs. COLING 2018: 2369-2378 - [c151]Pankaj Gupta, Hinrich Schütze:
LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation. BlackboxNLP@EMNLP 2018: 154-164 - [c150]Nina Pörner, Benjamin Roth, Hinrich Schütze:
Interpretable Textual Neuron Representations for NLP. BlackboxNLP@EMNLP 2018: 325-327 - [c149]Yadollah Yaghoobzadeh, Hinrich Schütze:
Multi-View Learning: Multilingual and Multi-Representation Entity Typing. EMNLP 2018: 3060-3066 - [c148]Katharina Kann, Hinrich Schütze:
Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting. EMNLP 2018: 3254-3264 - [c147]Shahbaz Syed, Michael Völske, Martin Potthast, Nedim Lipka, Benno Stein, Hinrich Schütze:
Task Proposal: The TL;DR Challenge. INLG 2018: 318-321 - [c146]Pankaj Gupta, Benjamin Roth, Hinrich Schütze:
Joint Bootstrapping Machines for High Confidence Relation Extraction. NAACL-HLT 2018: 26-36 - [c145]Katharina Kann, Manuel Mager, Iván Vladimir Meza Ruíz, Hinrich Schütze:
Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages. NAACL-HLT 2018: 47-57 - [c144]Pankaj Gupta, Subburam Rajaram, Hinrich Schütze, Bernt Andrassy:
Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time. NAACL-HLT 2018: 1079-1089 - [c143]Yadollah Yaghoobzadeh, Katharina Kann, Hinrich Schütze:
Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing. Rep4NLP@ACL 2018: 101-106 - [c142]Pankaj Gupta, Bernt Andrassy, Hinrich Schütze:
Replicated Siamese LSTM in Ticketing System for Similarity Learning and Retrieval in Asymmetric Texts. SemDeep@COLING 2018: 1-11 - [i60]Nina Pörner, Hinrich Schütze, Benjamin Roth:
Evaluating neural network explanation methods using hybrid documents and morphological prediction. CoRR abs/1801.06422 (2018) - [i59]Philipp Dufter, Hinrich Schütze:
A Universal Semantic Space. CoRR abs/1801.06807 (2018) - [i58]Benjamin Roth, Costanza Conforti, Nina Pörner, Sanjeev Karn, Hinrich Schütze:
Neural Architectures for Open-Type Relation Argument Extraction. CoRR abs/1803.01707 (2018) - [i57]Katharina Kann, Manuel Mager, Iván V. Meza-Ruíz, Hinrich Schütze:
Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages. CoRR abs/1804.06024 (2018) - [i56]Wenpeng Yin, Dan Roth, Hinrich Schütze:
End-Task Oriented Textual Entailment via Deep Exploring Inter-Sentence Interactions. CoRR abs/1804.08813 (2018) - [i55]Pankaj Gupta, Benjamin Roth, Hinrich Schütze:
Joint Bootstrapping Machines for High Confidence Relation Extraction. CoRR abs/1805.00254 (2018) - [i54]Wenpeng Yin, Yadollah Yaghoobzadeh, Hinrich Schütze:
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs. CoRR abs/1806.04523 (2018) - [i53]Pankaj Gupta, Bernt Andrassy, Hinrich Schütze:
Replicated Siamese LSTM in Ticketing System for Similarity Learning and Retrieval in Asymmetric Texts. CoRR abs/1807.02854 (2018) - [i52]Yadollah Yaghoobzadeh, Katharina Kann, Hinrich Schütze:
Evaluating Word Embeddings in Multi-label Classification Using Fine-grained Name Typing. CoRR abs/1807.07186 (2018) - [i51]Sanjeev Kumar Karn, Mark Buckley, Ulli Waltinger, Hinrich Schütze:
News Article Teaser Tweets and How to Generate Them. CoRR abs/1807.11535 (2018) - [i50]Pankaj Gupta, Hinrich Schütze:
LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation. CoRR abs/1808.01591 (2018) - [i49]Pankaj Gupta, Florian Buettner, Hinrich Schütze:
Document Informed Neural Autoregressive Topic Models. CoRR abs/1808.03793 (2018) - [i48]Apostolos Kemos, Heike Adel, Hinrich Schütze:
Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging. CoRR abs/1808.04208 (2018) - [i47]Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Schütze:
Document Informed Neural Autoregressive Topic Models with Distributional Prior. CoRR abs/1809.06709 (2018) - [i46]Nina Pörner, Benjamin Roth, Hinrich Schütze:
Interpretable Textual Neuron Representations for NLP. CoRR abs/1809.07291 (2018) - [i45]Katharina Kann, Hinrich Schütze:
Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting. CoRR abs/1809.08733 (2018) - [i44]Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Schütze:
textTOvec: Deep Contextualized Neural Autoregressive Models of Language with Distributed Compositional Prior. CoRR abs/1810.03947 (2018) - [i43]Pankaj Gupta, Subburam Rajaram, Hinrich Schütze, Bernt Andrassy, Thomas A. Runkler:
Neural Relation Extraction Within and Across Sentence Boundaries. CoRR abs/1810.05102 (2018) - [i42]Yadollah Yaghoobzadeh, Hinrich Schütze:
Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing. CoRR abs/1810.10499 (2018) - [i41]Nina Pörner, Masoud Jalili Sabet, Benjamin Roth, Hinrich Schütze:
Aligning Very Small Parallel Corpora Using Cross-Lingual Word Embeddings and a Monogamy Objective. CoRR abs/1811.00066 (2018) - [i40]Philipp Dufter, Hinrich Schütze:
A Stronger Baseline for Multilingual Word Embeddings. CoRR abs/1811.00586 (2018) - [i39]Heike Adel, Hinrich Schütze:
CIS at TAC Cold Start 2015: Neural Networks and Coreference Resolution for Slot Filling. CoRR abs/1811.02230 (2018) - [i38]Timo Schick, Hinrich Schütze:
Learning Semantic Representations for Novel Words: Leveraging Both Form and Context. CoRR abs/1811.03866 (2018) - 2017
- [j19]Hassan Sajjad, Helmut Schmid, Alexander M. Fraser, Hinrich Schütze:
Statistical Models for Unsupervised, Semi-Supervised, and Supervised Transliteration Mining. Comput. Linguistics 43(2): 349-375 (2017) - [j18]Sascha Rothe, Hinrich Schütze:
AutoExtend: Combining Word Embeddings with Semantic Resources. Comput. Linguistics 43(3): 593-617 (2017) - [c141]Katharina Kann, Ryan Cotterell, Hinrich Schütze:
One-Shot Neural Cross-Lingual Transfer for Paradigm Completion. ACL (1) 2017: 1993-2003 - [c140]Heike Adel, Ehsaneddin Asgari, Hinrich Schütze:
Overview of Character-Based Models for Natural Language Processing. CICLing (1) 2017: 3-16 - [c139]Toms Bergmanis, Katharina Kann, Hinrich Schütze, Sharon Goldwater:
Training Data Augmentation for Low-Resource Morphological Inflection. CoNLL Shared Task (1) 2017: 31-39 - [c138]Katharina Kann, Hinrich Schütze:
The LMU System for the CoNLL-SIGMORPHON 2017 Shared Task on Universal Morphological Reinflection. CoNLL Shared Task (1) 2017: 40-48 - [c137]Heike Adel, Hinrich Schütze:
Exploring Different Dimensions of Attention for Uncertainty Detection. EACL (1) 2017: 22-34 - [c136]Katharina Kann, Ryan Cotterell, Hinrich Schütze:
Neural Multi-Source Morphological Reinflection. EACL (1) 2017: 514-524 - [c135]Yadollah Yaghoobzadeh, Hinrich Schütze:
Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities. EACL (1) 2017: 578-589 - [c134]Wenpeng Yin, Hinrich Schütze:
Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching. EACL (1) 2017: 699-709 - [c133]Sanjeev Karn, Ulli Waltinger, Hinrich Schütze:
End-to-End Trainable Attentive Decoder for Hierarchical Entity Classification. EACL (2) 2017: 752-758 - [c132]Hinrich Schütze:
Nonsymbolic Text Representation. EACL (1) 2017: 785-796 - [c131]Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze:
Noise Mitigation for Neural Entity Typing and Relation Extraction. EACL (1) 2017: 1183-1194 - [c130]Katharina Kann, Hinrich Schütze:
Unlabeled Data for Morphological Generation With Character-Based Sequence-to-Sequence Models. SWCN@EMNLP 2017: 76-81 - [c129]Ehsaneddin Asgari, Hinrich Schütze:
Past, Present, Future: A Computational Investigation of the Typology of Tense in 1000 Languages. EMNLP 2017: 113-124 - [c128]Heike Adel, Hinrich Schütze:
Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification. EMNLP 2017: 1723-1729 - [e2]Manaal Faruqui, Hinrich Schütze, Isabel Trancoso, Yadollah Yaghoobzadeh:
Proceedings of the First Workshop on Subword and Character Level Models in NLP, Copenhagen, Denmark, September 7, 2017. Association for Computational Linguistics 2017, ISBN 978-1-945626-91-3 [contents] - [i37]Ryan Cotterell, Hinrich Schütze:
Joint Semantic Synthesis and Morphological Analysis of the Derived Word. CoRR abs/1701.00946 (2017) - [i36]Yadollah Yaghoobzadeh, Hinrich Schütze:
Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities. CoRR abs/1701.02025 (2017) - [i35]Wenpeng Yin, Hinrich Schütze:
Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching. CoRR abs/1701.02149 (2017) - [i34]Wenpeng Yin, Katharina Kann, Mo Yu, Hinrich Schütze:
Comparative Study of CNN and RNN for Natural Language Processing. CoRR abs/1702.01923 (2017) - [i33]Katharina Kann, Ryan Cotterell, Hinrich Schütze:
One-Shot Neural Cross-Lingual Transfer for Paradigm Completion. CoRR abs/1704.00052 (2017) - [i32]Christina Lioma, Birger Larsen, Hinrich Schütze, Peter Ingwersen:
A Subjective Logic Formalisation of the Principle of Polyrepresentation for Information Needs. CoRR abs/1704.01610 (2017) - [i31]Ehsaneddin Asgari, Hinrich Schütze:
Past, Present, Future: A Computational Investigation of the Typology of Tense in 1000 Languages. CoRR abs/1704.08914 (2017) - [i30]Katharina Kann, Hinrich Schütze:
Unlabeled Data for Morphological Generation With Character-Based Sequence-to-Sequence Models. CoRR abs/1705.06106 (2017) - [i29]Heike Adel, Hinrich Schütze:
Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification. CoRR abs/1707.07719 (2017) - [i28]Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze:
Corpus-level Fine-grained Entity Typing. CoRR abs/1708.02275 (2017) - [i27]Wenpeng Yin, Hinrich Schütze:
Attentive Convolution. CoRR abs/1710.00519 (2017) - [i26]Heike Adel, Hinrich Schütze:
Impact of Coreference Resolution on Slot Filling. CoRR abs/1710.09753 (2017) - [i25]Pankaj Gupta, Subburam Rajaram, Hinrich Schütze, Bernt Andrassy:
Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time. CoRR abs/1711.05626 (2017) - [i24]Phil Blunsom, Kyunghyun Cho, Chris Dyer, Hinrich Schütze:
From Characters to Understanding Natural Language (C2NLU): Robust End-to-End Deep Learning for NLP (Dagstuhl Seminar 17042). Dagstuhl Reports 7(1): 129-157 (2017) - 2016
- [j17]Wenpeng Yin, Hinrich Schütze, Bing Xiang, Bowen Zhou:
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs. Trans. Assoc. Comput. Linguistics 4: 259-272 (2016) - [c127]Ryan Cotterell, Hinrich Schütze, Jason Eisner:
Morphological Smoothing and Extrapolation of Word Embeddings. ACL (1) 2016 - [c126]Katharina Kann, Hinrich Schütze:
Single-Model Encoder-Decoder with Explicit Morphological Representation for Reinflection. ACL (2) 2016 - [c125]Sascha Rothe, Hinrich Schütze:
Word Embedding Calculus in Meaningful Ultradense Subspaces. ACL (2) 2016 - [c124]Yadollah Yaghoobzadeh, Hinrich Schütze:
Intrinsic Subspace Evaluation of Word Embedding Representations. ACL (1) 2016 - [c123]Wenpeng Yin, Hinrich Schütze:
Learning Word Meta-Embeddings. ACL (1) 2016 - [c122]Wenpeng Yin, Mo Yu, Bing Xiang, Bowen Zhou, Hinrich Schütze:
Simple Question Answering by Attentive Convolutional Neural Network. COLING 2016: 1746-1756 - [c121]Pankaj Gupta, Hinrich Schütze, Bernt Andrassy:
Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction. COLING 2016: 2537-2547 - [c120]Sebastian Ebert, Thomas Müller, Hinrich Schütze:
LAMB: A Good Shepherd of Morphologically Rich Languages. EMNLP 2016: 742-752 - [c119]Katharina Kann, Ryan Cotterell, Hinrich Schütze:
Neural Morphological Analysis: Encoding-Decoding Canonical Segments. EMNLP 2016: 961-967 - [c118]Ryan Cotterell, Arun Kumar, Hinrich Schütze:
Morphological Segmentation Inside-Out. EMNLP 2016: 2325-2330 - [c117]Ngoc Thang Vu, Pankaj Gupta, Heike Adel, Hinrich Schütze:
Bi-directional recurrent neural network with ranking loss for spoken language understanding. ICASSP 2016: 6060-6064 - [c116]Ngoc Thang Vu, Heike Adel, Pankaj Gupta, Hinrich Schütze:
Combining Recurrent and Convolutional Neural Networks for Relation Classification. HLT-NAACL 2016: 534-539 - [c115]Ryan Cotterell, Tim Vieira, Hinrich Schütze:
A Joint Model of Orthography and Morphological Segmentation. HLT-NAACL 2016: 664-669 - [c114]Sascha Rothe, Sebastian Ebert, Hinrich Schütze:
Ultradense Word Embeddings by Orthogonal Transformation. HLT-NAACL 2016: 767-777 - [c113]Heike Adel, Benjamin Roth, Hinrich Schütze:
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling. HLT-NAACL 2016: 828-838 - [c112]Katharina Kann, Hinrich Schütze:
MED: The LMU System for the SIGMORPHON 2016 Shared Task on Morphological Reinflection. SIGMORPHON 2016: 62-70 - [c111]Marco Cornolti, Paolo Ferragina, Massimiliano Ciaramita, Stefan Rüd, Hinrich Schütze:
A Piggyback System for Joint Entity Mention Detection and Linking in Web Queries. WWW 2016: 567-578 - [i23]Wenpeng Yin, Sebastian Ebert, Hinrich Schütze:
Attention-Based Convolutional Neural Network for Machine Comprehension. CoRR abs/1602.04341 (2016) - [i22]Sascha Rothe, Sebastian Ebert, Hinrich Schütze:
Ultradense Word Embeddings by Orthogonal Transformation. CoRR abs/1602.07572 (2016) - [i21]Wenpeng Yin, Hinrich Schütze:
Multichannel Variable-Size Convolution for Sentence Classification. CoRR abs/1603.04513 (2016) - [i20]Heike Adel, Benjamin Roth, Hinrich Schütze:
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling. CoRR abs/1603.05157 (2016) - [i19]Wenpeng Yin, Tobias Schnabel, Hinrich Schütze:
Online Updating of Word Representations for Part-of-Speech Tagging. CoRR abs/1604.00502 (2016) - [i18]Wenpeng Yin, Hinrich Schütze:
Discriminative Phrase Embedding for Paraphrase Identification. CoRR abs/1604.00503 (2016) - [i17]Wenpeng Yin, Hinrich Schütze:
Why and How to Pay Different Attention to Phrase Alignments of Different Intensities. CoRR abs/1604.06896 (2016) - [i16]Ngoc Thang Vu, Heike Adel, Pankaj Gupta, Hinrich Schütze:
Combining Recurrent and Convolutional Neural Networks for Relation Classification. CoRR abs/1605.07333 (2016) - [i15]Katharina Kann, Hinrich Schütze:
Single-Model Encoder-Decoder with Explicit Morphological Representation for Reinflection. CoRR abs/1606.00589 (2016) - [i14]Wenpeng Yin, Mo Yu, Bing Xiang, Bowen Zhou, Hinrich Schütze:
Simple Question Answering by Attentive Convolutional Neural Network. CoRR abs/1606.03391 (2016) - [i13]Yadollah Yaghoobzadeh, Hinrich Schütze:
Corpus-level Fine-grained Entity Typing Using Contextual Information. CoRR abs/1606.07901 (2016) - [i12]Yadollah Yaghoobzadeh, Hinrich Schütze:
Intrinsic Subspace Evaluation of Word Embedding Representations. CoRR abs/1606.07902 (2016) - [i11]Hinrich Schütze:
Nonsymbolic Text Representation. CoRR abs/1610.00479 (2016) - [i10]Katharina Kann, Ryan Cotterell, Hinrich Schütze:
Neural Multi-Source Morphological Reinflection. CoRR abs/1612.06027 (2016) - [i9]Heike Adel, Hinrich Schütze:
Exploring Different Dimensions of Attention for Uncertainty Detection. CoRR abs/1612.06549 (2016) - [i8]Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze:
Noise Mitigation for Neural Entity Typing and Relation Extraction. CoRR abs/1612.07495 (2016) - 2015
- [j16]Nadir Durrani, Helmut Schmid, Alexander M. Fraser, Philipp Koehn, Hinrich Schütze:
The Operation Sequence Model - Combining N-Gram-Based and Phrase-Based Statistical Machine Translation. Comput. Linguistics 41(2): 185-214 (2015) - [j15]Katrin Schweitzer, Michael Walsh, Sasha Calhoun, Hinrich Schütze, Bernd Möbius, Antje Schweitzer, Grzegorz Dogil:
Exploring the relationship between intonation and the lexicon: Evidence for lexicalised storage of intonation. Speech Commun. 66: 65-81 (2015) - [c110]Wenpeng Yin, Hinrich Schütze:
MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity. ACL (1) 2015: 63-73 - [c109]Sascha Rothe, Hinrich Schütze:
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes. ACL (1) 2015: 1793-1803 - [c108]Jussi Karlgren, Jimmy Callin, Kevyn Collins-Thompson, Amaru Cuba Gyllensten, Ariel Ekgren, David Jurgens, Anna Korhonen, Fredrik Olsson, Magnus Sahlgren, Hinrich Schütze:
Evaluating Learning Language Representations. CLEF 2015: 254-260 - [c107]Ryan Cotterell, Thomas Müller, Alexander M. Fraser, Hinrich Schütze:
Labeled Morphological Segmentation with Semi-Markov Models. CoNLL 2015: 164-174 - [c106]Wenpeng Yin, Hinrich Schütze:
Multichannel Variable-Size Convolution for Sentence Classification. CoNLL 2015: 204-214 - [c105]Irina Sergienya, Hinrich Schütze:
Learning Better Embeddings for Rare Words Using Distributional Representations. EMNLP 2015: 280-285 - [c104]Yadollah Yaghoobzadeh, Hinrich Schütze:
Corpus-level Fine-grained Entity Typing Using Contextual Information. EMNLP 2015: 715-725 - [c103]Wenpeng Yin, Tobias Schnabel, Hinrich Schütze:
Online Updating of Word Representations for Part-of-Speech Tagging. EMNLP 2015: 1329-1334 - [c102]Thomas Müller, Ryan Cotterell, Alexander M. Fraser, Hinrich Schütze:
Joint Lemmatization and Morphological Tagging with Lemming. EMNLP 2015: 2268-2274 - [c101]Thomas Müller, Hinrich Schütze:
Robust Morphological Tagging with Word Representations. HLT-NAACL 2015: 526-536 - [c100]Wenpeng Yin, Hinrich Schütze:
Convolutional Neural Network for Paraphrase Identification. HLT-NAACL 2015: 901-911 - [c99]Ryan Cotterell, Hinrich Schütze:
Morphological Word-Embeddings. HLT-NAACL 2015: 1287-1292 - [c98]Wenpeng Yin, Hinrich Schütze:
Discriminative Phrase Embedding for Paraphrase Identification. HLT-NAACL 2015: 1368-1373 - [c97]Sebastian Ebert, Ngoc Thang Vu, Hinrich Schütze:
CIS-positive: A Combination of Convolutional Neural Networks and Support Vector Machines for Sentiment Analysis in Twitter. SemEval@NAACL-HLT 2015: 527-532 - [c96]Sebastian Ebert, Ngoc Thang Vu, Hinrich Schütze:
A Linguistically Informed Convolutional Neural Network. WASSA@EMNLP 2015: 109-114 - [i7]Heike Adel, Hinrich Schütze:
CIS at TAC Cold Start 2015: Neural Networks and Coreference Resolution for Slot Filling. TAC 2015 - [i6]Sascha Rothe, Hinrich Schütze:
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes. CoRR abs/1507.01127 (2015) - [i5]Wenpeng Yin, Hinrich Schütze:
Learning Word Meta-Embeddings by Using Ensembles of Embedding Sets. CoRR abs/1508.04257 (2015) - [i4]Wenpeng Yin, Hinrich Schütze, Bing Xiang, Bowen Zhou:
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs. CoRR abs/1512.05193 (2015) - 2014
- [j14]Tobias Schnabel, Hinrich Schütze:
FLORS: Fast and Simple Domain Adaptation for Part-of-Speech Tagging. Trans. Assoc. Comput. Linguistics 2: 15-26 (2014) - [c95]Wenpeng Yin, Hinrich Schütze:
An Exploration of Embeddings for Generalized Phrases. ACL (Student Research Workshop) 2014: 41-47 - [c94]Charles Jochim, Hinrich Schütze:
Improving Citation Polarity Classification with Product Reviews. ACL (2) 2014: 42-48 - [c93]Sascha Rothe, Hinrich Schütze:
CoSimRank: A Flexible & Efficient Graph-Theoretic Similarity Measure. ACL (1) 2014: 1392-1402 - [c92]Alex Judea, Hinrich Schütze, Soeren Bruegmann:
Unsupervised Training Set Generation for Automatic Acquisition of Technical Terminology in Patents. COLING 2014: 290-300 - [c91]Christian Scheible, Hinrich Schütze:
Picking the Amateur's Mind - Predicting Chess Player Strength from Game Annotations. COLING 2014: 311-321 - [c90]Christian Scheible, Hinrich Schütze:
Multi-Domain Sentiment Relevance Classification with Automatic Representation Learning. EACL 2014: 200-204 - [c89]Thomas Müller, Richárd Farkas, Alex Judea, Helmut Schmid, Hinrich Schütze:
Dependency parsing with latent refinements of part-of-speech tags. EMNLP 2014: 963-967 - [c88]Sebastian Ebert, Hinrich Schütze:
Fine-Grained Contextual Predictions for Hard Sentiment Words. EMNLP 2014: 1210-1215 - [c87]Heike Adel, Hinrich Schütze:
Using Mined Coreference Chains as a Resource for a Semantic Task. EMNLP 2014: 1447-1452 - [c86]Marco Cornolti, Paolo Ferragina, Massimiliano Ciaramita, Hinrich Schütze, Stefan Rüd:
The SMAPH system for query entity recognition and disambiguation. ERD@SIGIR 2014: 25-30 - [c85]Irina Sergienya, Hinrich Schütze:
Distributional Models and Deep Learning Embeddings: Combining the Best of Both Worlds. ICLR (Workshop Poster) 2014 - [c84]Wenpeng Yin, Hinrich Schütze:
Deep Learning Embeddings for Discontinuous Linguistic Units. ICLR (Workshop Poster) 2014 - 2013
- [j13]Alexander M. Fraser, Helmut Schmid, Richárd Farkas, Renjing Wang, Hinrich Schütze:
Knowledge Sources for Constituent Parsing of German, a Morphologically Rich and Less-Configurational Language. Comput. Linguistics 39(1): 57-85 (2013) - [c83]Christian Scheible, Hinrich Schütze:
Sentiment Relevance. ACL (1) 2013: 954-963 - [c82]Lukas Michelbacher, Qi Han, Hinrich Schütze:
Unsupervised Feature Adaptation for Cross-Domain NLP with an Application to Compositionality Grading. CICLing (1) 2013: 1-12 - [c81]Thomas Müller, Helmut Schmid, Hinrich Schütze:
Efficient Higher-Order CRFs for Morphological Tagging. EMNLP 2013: 322-332 - [c80]Jimmy Dubuisson, Jean-Pierre Eckmann, Christian Scheible, Hinrich Schütze:
The Topology of Semantic Knowledge. EMNLP 2013: 669-680 - [c79]Tobias Schnabel, Hinrich Schütze:
Towards Robust Cross-Domain Domain Adaptation for Part-of-Speech Tagging. IJCNLP 2013: 198-206 - [c78]Patrick Ziering, Lonneke van der Plas, Hinrich Schütze:
Multilingual Lexicon Bootstrapping - Improving a Lexicon Induction System Using a Parallel Corpus. IJCNLP 2013: 844-848 - [c77]Patrick Ziering, Lonneke van der Plas, Hinrich Schütze:
Bootstrapping Semantic Lexicons for Technical Domains. IJCNLP 2013: 1321-1329 - [c76]Qi Han, Junfei Guo, Hinrich Schütze:
CodeX: Combining an SVM Classifier and Character N-gram Language Models for Sentiment Analysis on Twitter Text. SemEval@NAACL-HLT 2013: 520-524 - [c75]Christian Scheible, Hinrich Schütze:
Cutting Recursive Autoencoder Trees. ICLR (Poster) 2013 - [c74]Hinrich Schütze, Christian Scheible:
Two SVDs produce more focal deep learning representations. ICLR (Workshop Poster) 2013 - 2012
- [c73]André Blessing, Hinrich Schütze:
Crosslingual distant supervision for extracting relations of different complexity. CIKM 2012: 1123-1132 - [c72]Khalid Al Khatib, Hinrich Schütze, Cathleen Kantner:
Automatic Detection of Point of View Differences in Wikipedia. COLING 2012: 33-50 - [c71]Wiltrud Kessler, Hinrich Schütze:
Classification of Inconsistent Sentiment Words using Syntactic Constructions. COLING (Posters) 2012: 569-578 - [c70]Charles Jochim, Hinrich Schütze:
Towards a Generic and Flexible Citation Classifier Based on a Faceted Classification Scheme. COLING 2012: 1343-1358 - [c69]Andrea Glaser, Hinrich Schütze:
Automatic generation of short informative sentiment summaries. EACL 2012: 276-285 - [c68]Christian Scheible, Hinrich Schütze:
Unsupervised sentiment analysis with a simple and fast Bayesian model using Part-of-Speech feature selection. KONVENS 2012: 269-273 - [c67]Christian Scheible, Hinrich Schütze:
Bootstrapping Sentiment Labels For Unannotated Documents With Polarity PageRank. LREC 2012: 1230-1234 - [c66]Thomas Müller, Hinrich Schütze, Helmut Schmid:
A Comparative Investigation of Morphological Language Modeling for the Languages of the European Union. HLT-NAACL 2012: 386-395 - [c65]Florian Laws, Florian Heimerl, Hinrich Schütze:
Active Learning for Coreference Resolution. HLT-NAACL 2012: 508-512 - [c64]Birger Larsen, Christina Lioma, Ingo Frommholz, Hinrich Schütze:
Preliminary study of technical terminology for the retrieval of scientific book metadata records. SIGIR 2012: 1131-1132 - 2011
- [j12]Hinrich Schütze, Michael Walsh:
Half-Context Language Models. Comput. Linguistics 37(4): 843-865 (2011) - [c63]Thomas Müller, Hinrich Schütze:
Improved Modeling of Out-Of-Vocabulary Words Using Morphological Classes. ACL (2) 2011: 524-528 - [c62]Hamidreza Kobdani, Hinrich Schütze, Michael Schiehlen, Hans Kamp:
Bootstrapping coreference resolution using word associations. ACL 2011: 783-792 - [c61]Stefan Rüd, Massimiliano Ciaramita, Jens Müller, Hinrich Schütze:
Piggyback: Using Search Engines for Robust Cross-Domain Named Entity Recognition. ACL 2011: 965-975 - [c60]Hinrich Schütze:
Integrating history-length interpolation and classes in language modeling. ACL 2011: 1516-1525 - [c59]Hamidreza Kobdani, Hinrich Schütze:
Supervised Coreference Resolution with SUCRE. CoNLL Shared Task 2011: 71-75 - [c58]Lukas Michelbacher, Alok Kothari, Martin Forst, Christina Lioma, Hinrich Schütze:
A Cascaded Classification Approach to Semantic Head Recognition. EMNLP 2011: 793-803 - [c57]Florian Laws, Christian Scheible, Hinrich Schütze:
Active Learning with Amazon Mechanical Turk. EMNLP 2011: 1546-1556 - [c56]Daniel Duran, Jagoda Bruni, Hinrich Schütze, Grzegorz Dogil:
Context Sequence Model of Speech Production Enriched with Articulatory Features. ICPhS 2011: 615-618 - [c55]Katrin Schweitzer, Michael Walsh, Sasha Calhoun, Hinrich Schütze:
Prosodic Variability in Lexical Sequences: Intonation Entrenches Too. ICPhS 2011: 1778-1781 - [c54]Christina Lioma, Birger Larsen, Hinrich Schütze:
User Perspectives on Query Difficulty. ICTIR 2011: 3-14 - [c53]Daniel Duran, Jagoda Bruni, Grzegorz Dogil, Hinrich Schütze:
Speech Events are Recoverable from Unlabeled Articulatory Data: Using an Unsupervised Clustering Approach on Data Obtained from Electromagnetic Midsaggital Articulography (EMA). INTERSPEECH 2011: 2201-2204 - [c52]Charles Jochim, Christina Lioma, Hinrich Schütze:
Expanding Queries with Term and Phrase Translations in Patent Retrieval. IRFC 2011: 16-29 - [c51]Christina Lioma, Alok Kothari, Hinrich Schütze:
Sense discrimination for physics retrieval. SIGIR 2011: 1101-1102 - [c50]Andre Burkovski, Wiltrud Kessler, Gunther Heidemann, Hamidreza Kobdani, Hinrich Schütze:
Self Organizing Maps in NLP: Exploration of Coreference Feature Space. WSOM 2011: 228-237 - [p1]Daniel Blank, Norbert Fuhr, Andreas Henrich, Thomas Mandl, Thomas Rölleke, Hinrich Schütze, Benno Stein:
Teaching IR: Curricular Considerations. Teaching and Learning in Information Retrieval 2011: 31-46 - 2010
- [j11]Michael Walsh, Bernd Möbius, Travis Wade, Hinrich Schütze:
Multilevel Exemplar Theory. Cogn. Sci. 34(4): 537-582 (2010) - [j10]Christian Rohrdantz, Steffen Koch, Charles Jochim, Gerhard Heyer, Gerik Scheuermann, Thomas Ertl, Hinrich Schütze, Daniel A. Keim:
Visuelle Textanalyse - Interaktive Exploration von semantischen Inhalten. Inform. Spektrum 33(6): 601-611 (2010) - [j9]Travis Wade, Grzegorz Dogil, Hinrich Schütze, Michael Walsh, Bernd Möbius:
Syllable frequency effects in a context-sensitive segment production model. J. Phonetics 38(2): 227-239 (2010) - [c49]Charles Jochim, Christina Lioma, Hinrich Schütze, Steffen Koch, Thomas Ertl:
Preliminary study into query translation for patent retrieval. PaIR@CIKM 2010: 57-66 - [c48]Hamidreza Kobdani, Hinrich Schütze, Andre Burkovski, Wiltrud Kessler, Gunther Heidemann:
Relational feature engineering of natural language processing. CIKM 2010: 1705-1708 - [c47]André Blessing, Hinrich Schütze:
Self-Annotation for fine-grained geospatial relation extraction. COLING 2010: 80-88 - [c46]Florian Laws, Lukas Michelbacher, Beate Dorow, Christian Scheible, Ulrich Heid, Hinrich Schütze:
A Linguistically Grounded Graph Model for Bilingual Lexicon Extraction. COLING (Posters) 2010: 614-622 - [c45]Christian Scheible, Florian Laws, Lukas Michelbacher, Hinrich Schütze:
Sentiment Translation through Multi-Edge Graphs. COLING (Posters) 2010: 1104-1112 - [c44]Hinrich Schütze:
IR, NLP, and Visualization. ECIR 2010: 11 - [c43]Christina Lioma, Birger Larsen, Hinrich Schütze, Peter Ingwersen:
A subjective logic formalisation of the principle of polyrepresentation for information needs. IIiX 2010: 125-134 - [c42]Katrin Schweitzer, Michael Walsh, Bernd Möbius, Hinrich Schütze:
Frequency of occurrence effects on pitch accent realisation. INTERSPEECH 2010: 138-141 - [c41]André Blessing, Hinrich Schütze:
Fine-Grained Geographical Relation Extraction from Wikipedia. LREC 2010 - [c40]Lukas Michelbacher, Florian Laws, Beate Dorow, Ulrich Heid, Hinrich Schütze:
Building a Cross-lingual Relatedness Thesaurus using a Graph Similarity Measure. LREC 2010 - [c39]Massimo Poesio, Marco Baroni, Oswald Lanz, Alessandro Lenci, Alexandros Potamianos, Hinrich Schütze, Sabine Schulte im Walde, Luca Surian:
BabyExp: Constructing a Huge Multimodal Resource to Acquire Commonsense Knowledge Like Children Do. LREC 2010 - [c38]Richard Schwarz, Hinrich Schütze, Fabienne Martin, Achim Stein:
Identification of Rare & Novel Senses Using Translations in a Parallel Corpus. LREC 2010 - [c37]Florian Schwarck, Alexander M. Fraser, Hinrich Schütze:
Bitext-Based Resolution of German Subject-Object Ambiguities. HLT-NAACL 2010: 737-740 - [c36]Hamidreza Kobdani, Hinrich Schütze:
SUCRE: A Modular System for Coreference Resolution. SemEval@ACL 2010: 92-95
2000 – 2009
- 2009
- [j8]Daniel Blank, Norbert Fuhr, Andreas Henrich, Thomas Mandl, Thomas Rölleke, Hinrich Schütze, Benno Stein:
Information Retrieval: Concepts and Practical Considerations for Teaching a Rising Topic. Datenbank-Spektrum 9(29): 30-41 (2009) - [c35]Alexander M. Fraser, Renjing Wang, Hinrich Schütze:
Rich Bitext Projection Features for Parse Reranking. EACL 2009: 282-290 - [c34]Katrin Schweitzer, Michael Walsh, Bernd Möbius, Arndt Riester, Antje Schweitzer, Hinrich Schütze:
Frequency Matters: Pitch Accents and Information Status. EACL 2009: 728-736 - [c33]Xin Yan, Sabina Jeschke, Amit Dubey, Marc Wilke, Hinrich Schütze:
RENS - Enabling a Robot to Identify a Person. ICIRA 2009: 43-54 - [c32]Hamidreza Kobdani, Alexander Fraser, Hinrich Schütze:
Word Alignment by Thresholded Two-Dimensional Normalization. MTSummit 2009 - [c31]Ralph Lange, Harald Weinschrott, Lars Geiger, André Blessing, Frank Dürr, Kurt Rothermel, Hinrich Schütze:
On a Generic Uncertainty Model for Position Information. QuaCon 2009: 76-87 - [c30]Harald Sanftmann, André Blessing, Hinrich Schütze, Daniel Weiskopf:
Visual Exploration of Classifiers for Hybrid Textual and Geospatial Matching. VMV 2009: 245-254 - 2008
- [b3]Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze:
Introduction to information retrieval. Cambridge University Press 2008, ISBN 978-0-521-86571-5, pp. I-XXI, 1-482 - [c29]Florian Laws, Hinrich Schütze:
Stopping Criteria for Active Learning of Named Entity Recognition. COLING 2008: 465-472 - [c28]Hinrich Schütze, Michael Walsh:
A Graph-theoretic Model of Lexical Syntactic Acquisition. EMNLP 2008: 917-926 - [c27]André Blessing, Hinrich Schütze:
Automatic acquisition of vernacular places. iiWAS 2008: 662-665 - [c26]Michael Walsh, Katrin Schweitzer, Bernd Möbius, Hinrich Schütze:
Examining pitch-accent variability from an exemplar-theoretic perspective. INTERSPEECH 2008: 877-880 - [c25]Michaela Atterer, Hinrich Schütze:
An Inverted Index for Storing and Retrieving Grammatical Dependencies. LREC 2008 - [c24]Florian Koehler, Hinrich Schütze, Michaela Atterer:
A Question Answering System for German. Experiments with Morphological Linguistic Resources. LREC 2008 - [c23]Navin Goyal, Yury Lifshits, Hinrich Schütze:
Disorder inequality: a combinatorial approach to nearest neighbor search. WSDM 2008: 25-32 - 2007
- [j7]Michaela Atterer, Hinrich Schütze:
Prepositional Phrase Attachment without Oracles. Comput. Linguistics 33(4): 469-476 (2007) - [c22]André Blessing, Reinhard Kuntz, Hinrich Schütze:
Towards a context model driven german geo-tagging system. GIR 2007: 25-30 - [c21]Emre Velipasaoglu, Hinrich Schütze, Jan O. Pedersen:
Improving active learning recall via disjunctive boolean constraints. SIGIR 2007: 893-894 - 2006
- [c20]Michaela Atterer, Hinrich Schütze:
The Effect of Corpus Size in Combining Supervised and Unsupervised Training for Disambiguation. ACL 2006 - [c19]Hinrich Schütze, Emre Velipasaoglu, Jan O. Pedersen:
Performance thresholding in practical text classification. CIKM 2006: 662-671 - [c18]Michaela Atterer, Hinrich Schütze:
A Lattice-Based Framework for Enhancing Statistical Parsers with Information from Unlabeled Corpora. CoNLL 2006: 93-100 - [c17]André Blessing, Stefan Klatt, Hinrich Schütze, Daniela Nicklas, Steffen Volz:
Language-Derived Information and Context Models. PerCom Workshops 2006: 24-29 - 2004
- [j6]Jeffrey T. Chang, Hinrich Schütze, Russ B. Altman:
GAPSCORE: finding gene and protein names one word at a time. Bioinform. 20(2): 216-225 (2004) - 2003
- [j5]Soumya Raychaudhuri, Hinrich Schütze, Russ B. Altman:
Inclusion of Textual Documentation in the Analysis of Multidimensional Data Sets: Application to Gene Expression Data. Mach. Learn. 52(1-2): 119-145 (2003) - 2002
- [j4]James E. Pitkow, Hinrich Schütze, Todd A. Cass, Robert Cooley, Don Turnbull, Andy Edmonds, Eytan Adar, Thomas M. Breuel:
Personalized search. Commun. ACM 45(9): 50-55 (2002) - [j3]Jeffrey T. Chang, Hinrich Schütze, Russ B. Altman:
Research Paper: Creating an Online Dictionary of Abbreviations from MEDLINE. J. Am. Medical Informatics Assoc. 9(6): 612-620 (2002) - 2001
- [b2]Christopher D. Manning, Hinrich Schütze:
Foundations of statistical natural language processing. MIT Press 2001, ISBN 978-0-262-13360-9, pp. I-XXXVII, 1-680 - 2000
- [e1]Hinrich Schütze, Keh-Yih Su:
Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, EMNLP 2000, Hong Kong, October 7-8, 2000. Association for Computational Linguistics 2000 [contents]
1990 – 1999
- 1999
- [c16]Francine Chen, Ullas Gargi, Les T. Niles, Hinrich Schütze:
Multimodal browsing of images in Web documents. Document Recognition and Retrieval 1999: 122-133 - 1998
- [j2]Hinrich Schütze:
Automatic Word Sense Discrimination. Comput. Linguistics 24(1): 97-123 (1998) - 1997
- [b1]Hinrich Schütze:
Ambiguity resolution in language learning - computational and cognitive models. CSLI lecture notes series 71, CSLI 1997, ISBN 978-1-57586-075-6, pp. I-XV, 1-214 - [j1]Hinrich Schütze, Jan O. Pedersen:
A Cooccurrence-Based Thesaurus and Two Applications to Information Retrieval. Inf. Process. Manag. 33(3): 307-318 (1997) - [c15]Brett Kessler, Geoffrey Nunberg, Hinrich Schütze:
Automatic Detection of Text Genre. ACL 1997: 32-38 - [c14]Hinrich Schütze, Craig Silverstein:
Projections for Efficient Document Clustering. SIGIR 1997: 74-81 - [i3]Brett Kessler, Geoffrey Nunberg, Hinrich Schütze:
Automatic Detection of Text Genre. CoRR cmp-lg/9707002 (1997) - 1996
- [c13]David A. Hull, Jan O. Pedersen, Hinrich Schütze:
Method Combination For Document Filtering. SIGIR 1996: 279-287 - [c12]David A. Hull, Gregory Grefenstette, B. Maximilian Schulze, Éric Gaussier, Hinrich Schütze, Jan O. Pedersen:
Xerox TREC-5 Site Report: Routing, Filtering, NLP, and Spanish Tracks. TREC 1996 - 1995
- [c11]Hinrich Schütze, David A. Hull, Jan O. Pedersen:
A Comparison of Classifiers and Document Representations for the Routing Problem. SIGIR 1995: 229-237 - [c10]Marti A. Hearst, Jan O. Pedersen, Peter Pirolli, Hinrich Schütze, Gregory Grefenstette, David A. Hull:
Xerox Site Report: Four TREC-4 Tracks. TREC 1995 - [i2]Hinrich Schütze:
Distributional Part-of-Speech Tagging. CoRR cmp-lg/9503009 (1995) - 1994
- [c9]Hinrich Schütze, Yoram Singer:
Part-of-Speech Tagging using a Variable Memory Markov Model. ACL 1994: 181-187 - [c8]Hinrich Schütze, Jan O. Pedersen:
A Cooccurence-Based. Thesaurus and two Applications on Information Retrieval. RIAO 1994: 266-274 - [c7]Hinrich Schütze, Jan O. Pedersen, Marti A. Hearst:
Xerox TREC-3 Report: Combining Exact and Fuzzy Predictors. TREC 1994: 21-28 - 1993
- [c6]Hinrich Schütze:
Part-of-Speech Induction from Scratch. ACL 1993: 251-258 - [c5]Hinrich Schütze:
Distributed syntactic representations with an application to part-of-speech tagging. ICNN 1993: 1504-1509 - 1992
- [c4]Hinrich Schütze:
Word Space. NIPS 1992: 895-902 - [c3]Hinrich Schütze:
Dimensions of Meaning. SC 1992: 787-796 - 1991
- [c2]Hideyuki Nakashima, Stanley Peters, Hinrich Schütze:
Communication and Inference through Situations. IJCAI 1991: 75-81 - [c1]Godehard Link, Hinrich Schütze:
The Treatment of Plurality in L-LILOG. Text Understanding in LILOG 1991: 342-352
1980 – 1989
- 1989
- [i1]Hinrich Schütze:
Pluralbehandlung in natürlichsprachlichen Wissensverabeitungssystemen. IWBS Report 73 (1989)
Coauthor Index
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