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ORCIDGerard de Melo
Person information
- affiliation: University of Potsdam, Germany
- affiliation: Hasso Plattner Institute, Potsdam, Germany
- affiliation (former): Rutgers, The State University of New Jersey, New Brunswick, USA
- affiliation (former): Tsinghua University
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2020 – today
- 2024
[j30]Shahab Raji
, Malihe Alikhani, Gerard de Melo, Matthew Stone:
A corpus of Persian literary text. Lang. Resour. Evaluation 58(2): 409-425 (2024)- [c176]Yan Cai, Linlin Wang, Ye Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He:
MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models. AAAI 2024: 17709-17717 - [c175]Tamara Czinczoll, Christoph Hönes, Maximilian Schall, Gerard de Melo:
NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents. ACL (1) 2024: 4656-4666 - [c174]Zhengjie Huang, Pingsheng Liu, Gerard de Melo, Liang He, Linlin Wang:
Generating Persona-Aware Empathetic Responses with Retrieval-Augmented Prompt Learning. ICASSP 2024: 12441-12445 - [c173]Jonathan Janetzki, Gerard de Melo, Joshua Nemecek, Daniel Whitenack:
GUIDE: Creating Semantic Domain Dictionaries for Low-Resource Languages. SIGTYPE 2024: 10-24 - [c172]Tolga Buz, Benjamin Frost, Nikola Genchev, Moritz Schneider, Lucie-Aimée Kaffee, Gerard de Melo:
Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit's Showerthoughts. *SEM@NAACL 2024: 291-307 - [c171]Tibor Bleidt, Sedigheh Eslami, Gerard de Melo:
ArtQuest: Countering Hidden Language Biases in ArtVQA. WACV 2024: 7311-7320 - [c170]Maximilian Schall, Tamara Czinczoll, Gerard de Melo:
CommitBench: A Benchmark for Commit Message Generation. SANER 2024: 728-739 - [c169]Tolga Buz, Moritz Schneider, Lucie-Aimée Kaffee, Gerard de Melo:
Highly Regarded Investors? Mining Predictive Value from the Collective Intelligence of Reddit's WallStreetBets. WebSci 2024: 320-330 - [i64]Tamara Czinczoll, Christoph Hönes, Maximilian Schall, Gerard de Melo:
NextLevelBERT: Investigating Masked Language Modeling with Higher-Level Representations for Long Documents. CoRR abs/2402.17682 (2024) - [i63]Laura Manduchi, Kushagra Pandey, Robert Bamler, Ryan Cotterell, Sina Däubener, Sophie Fellenz, Asja Fischer, Thomas Gärtner, Matthias Kirchler, Marius Kloft, Yingzhen Li, Christoph Lippert, Gerard de Melo, Eric T. Nalisnick, Björn Ommer, Rajesh Ranganath, Maja Rudolph, Karen Ullrich, Guy Van den Broeck, Julia E. Vogt, Yixin Wang, Florian Wenzel, Frank Wood, Stephan Mandt, Vincent Fortuin:
On the Challenges and Opportunities in Generative AI. CoRR abs/2403.00025 (2024) - [i62]Maximilian Schall, Tamara Czinczoll, Gerard de Melo:
CommitBench: A Benchmark for Commit Message Generation. CoRR abs/2403.05188 (2024) - [i61]Tolga Buz, Benjamin Frost, Nikola Genchev, Moritz Schneider, Lucie-Aimée Kaffee, Gerard de Melo:
Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit's Showerthoughts. CoRR abs/2405.01660 (2024) - [i60]Maryam Hosseini, Marco Cipriano, Sedigheh Eslami, Daniel Hodczak, Liu Liu, Andres Sevtsuk, Gerard de Melo:
ELSA: Evaluating Localization of Social Activities in Urban Streets. CoRR abs/2406.01551 (2024) - [i59]Sedigheh Eslami, Gerard de Melo:
Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP. CoRR abs/2406.17639 (2024) - [i58]Babajide Alamu Owoyele, Martin Schilling, Rohan Sawahn, Niklas Kaemer, Pavel Zherebenkov, Bhuvanesh Verma, Wim Pouw, Gerard de Melo:
MaskAnyone Toolkit: Offering Strategies for Minimizing Privacy Risks and Maximizing Utility in Audio-Visual Data Archiving. CoRR abs/2408.03185 (2024) - [i57]Konstantin Dobler, Gerard de Melo:
Language Adaptation on a Tight Academic Compute Budget: Tokenizer Swapping Works and Pure bfloat16 Is Enough. CoRR abs/2408.15793 (2024) - 2023
- [j29]Manish Puri, Aparna S. Varde, Gerard de Melo:
Commonsense based text mining on urban policy. Lang. Resour. Evaluation 57(2): 733-763 (2023) - [j28]Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jiaoyan Chen, Stefan Dietze, Hajira Jabeen, Janna Omeliyanenko, Wen Zhang, Matteo Lissandrini, Russa Biswas, Gerard de Melo, Angela Bonifati, Edlira Vakaj, Mauro Dragoni, Damien Graux:
Large Language Models and Knowledge Graphs: Opportunities and Challenges. TGDK 1(1): 2:1-2:38 (2023) - [j27]Russa Biswas, Lucie-Aimée Kaffee, Michael Cochez, Stefania Dumbrava, Theis E. Jendal, Matteo Lissandrini, Vanessa López, Eneldo Loza Mencía, Heiko Paulheim, Harald Sack, Edlira Vakaj, Gerard de Melo:
Knowledge Graph Embeddings: Open Challenges and Opportunities. TGDK 1(1): 4:1-4:32 (2023) - [j26]Lucie-Aimée Kaffee, Russa Biswas, C. Maria Keet, Edlira Vakaj, Gerard de Melo:
Multilingual Knowledge Graphs and Low-Resource Languages: A Review. TGDK 1(1): 10:1-10:19 (2023) - [j25]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) - [c168]Pingsheng Liu, Zhengjie Huang, Xiechi Zhang, Linlin Wang, Gerard de Melo, Xin Lin, Liang Pang, Liang He:
A Disentangled-Attention Based Framework with Persona-Aware Prompt Learning for Dialogue Generation. AAAI 2023: 13255-13263 - [c167]Linlin Wang, Zefeng Cai, Gerard de Melo, Zhu Cao, Liang He:
Disentangled CVAEs with Contrastive Learning for Explainable Recommendation. AAAI 2023: 13691-13699 - [c166]Niklas Kammer, Florian Borchert, Silvia Winkler, Gerard de Melo, Matthieu-P. Schapranow:
Resolving Elliptical Compounds in German Medical Text. BioNLP@ACL 2023: 292-305 - [c165]Sedigheh Eslami, Christoph Meinel, Gerard de Melo:
PubMedCLIP: How Much Does CLIP Benefit Visual Question Answering in the Medical Domain? EACL (Findings) 2023: 1151-1163 - [c164]Lena Schwertmann, Manoj Prabhakar Kannan Ravi, Gerard de Melo:
Model-Agnostic Bias Measurement in Link Prediction. EACL (Findings) 2023: 1587-1603 - [c163]Sepehr Janghorbani, Gerard de Melo:
Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision-Language Models. EACL 2023: 1717-1727 - [c162]Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu:
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities. EACL (Findings) 2023: 2147-2162 - [c161]Margarita Bugueño, Gerard de Melo:
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? EMNLP (Findings) 2023: 8943-8960 - [c160]Konstantin Dobler, Gerard de Melo:
FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models. EMNLP 2023: 13440-13454 - [c159]Tolga Buz, Gerard de Melo:
WallStreetBets: An Analysis of Investment Advice Democratization. HICSS 2023: 2150-2159 - [c158]Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia:
Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning. IJCAI 2023: 6519-6524 - [c157]Sameena Shah, Xiaodan Zhu, Gerard de Melo, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Zhiyu Chen:
Robust NLP for Finance (RobustFin). KDD 2023: 5884-5885 - [c156]Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco M. Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker:
Fifth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys 2023: 1259-1262 - [c155]Jingyi Zhang, Gerard de Melo, Hongfei Xu, Kehai Chen:
A Closer Look at Transformer Attention for Multilingual Translation. WMT 2023: 496-506 - [c154]Aparna S. Varde, Gerard de Melo, Boxiang Dong:
Temporal Ordinance Mining for Event-Driven Social Media Reaction Analytics. WWW (Companion Volume) 2023: 1225-1227 - [e5]Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker:
Proceedings of the Fifth Knowledge-aware and Conversational Recommender Systems Workshop co-located with 17th ACM Conference on Recommender Systems (RecSys 2023), Singapore, September 19th, 2023. CEUR Workshop Proceedings 3560, CEUR-WS.org 2023 [contents] - [d1]Shahab Raji, Malihe Alikhani, Gerard de Melo, Matthew Stone:
A Corpus of Persian Literary Text. Zenodo, 2023
- [i56]Tolga Buz, Gerard de Melo:
Democratization of Retail Trading: Can Reddit's WallStreetBets Outperform Investment Bank Analysts? CoRR abs/2301.00170 (2023) - [i55]Sepehr Janghorbani, Gerard de Melo:
MultiModal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision Language Models. CoRR abs/2303.12734 (2023) - [i54]Konstantin Dobler, Gerard de Melo:
FOCUS: Effective Embedding Initialization for Specializing Pretrained Multilingual Models on a Single Language. CoRR abs/2305.14481 (2023) - [i53]Margarita Bugueño, Gerard de Melo:
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? CoRR abs/2305.14578 (2023) - [i52]Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jiaoyan Chen, Stefan Dietze, Hajira Jabeen, Janna Omeliyanenko, Wen Zhang, Matteo Lissandrini, Russa Biswas, Gerard de Melo, Angela Bonifati, Edlira Vakaj, Mauro Dragoni, Damien Graux:
Large Language Models and Knowledge Graphs: Opportunities and Challenges. CoRR abs/2308.06374 (2023) - [i51]Lucas Liebe, Franz Sauerwald, Sylwester Sawicki, Matthias Schneider, Leo Schuhmann, Tolga Buz, Paul Boes, Ahmad Ahmadov, Gerard de Melo:
FARSEC: A Reproducible Framework for Automatic Real-Time Vehicle Speed Estimation Using Traffic Cameras. CoRR abs/2309.14468 (2023) - [i50]Zengguang Hao, Jie Zhang, Binxia Xu, Yafang Wang, Gerard de Melo, Xiaolong Li:
IntentDial: An Intent Graph based Multi-Turn Dialogue System with Reasoning Path Visualization. CoRR abs/2310.11818 (2023) - [i49]Johannes Hagemann, Samuel Weinbach, Konstantin Dobler, Maximilian Schall, Gerard de Melo:
Efficient Parallelization Layouts for Large-Scale Distributed Model Training. CoRR abs/2311.05610 (2023) - [i48]Yan Cai, Linlin Wang, Ye Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He:
MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models. CoRR abs/2312.12806 (2023) - 2022
- [j24]Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, Sabrina Kirrane, José Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan F. Sequeda, Steffen Staab, Antoine Zimmermann:
Knowledge Graphs. ACM Comput. Surv. 54(4): 71:1-71:37 (2022) - [j23]Xiang Long, Gerard de Melo, Dongliang He, Fu Li, Zhizhen Chi, Shilei Wen, Chuang Gan:
Purely Attention Based Local Feature Integration for Video Classification. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 2140-2154 (2022) - [j22]Babajide Owoyele, James P. Trujillo, Gerard de Melo, Wim T. J. L. Pouw:
Masked-Piper: Masking personal identities in visual recordings while preserving multimodal information. SoftwareX 20: 101236 (2022) - [c153]Zefeng Cai, Linlin Wang, Gerard de Melo, Fei Sun, Liang He:
Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation. ACL (Findings) 2022: 68-78 - [c152]Shijie Geng, Zuohui Fu, Yingqiang Ge, Lei Li, Gerard de Melo, Yongfeng Zhang:
Improving Personalized Explanation Generation through Visualization. ACL (1) 2022: 244-255 - [c151]Pratik Agrawal, Tolga Buz, Gerard de Melo:
WallStreetBets Beyond GameStop, YOLOs, and the Moon: The Unique Traits of Reddit's Finance Communities. AMCIS 2022 - [c150]Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia:
D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning. CIKM 2022: 2732-2742 - [c149]Ziyi Lin, Shijie Geng, Renrui Zhang, Peng Gao, Gerard de Melo, Xiaogang Wang, Jifeng Dai, Yu Qiao, Hongsheng Li:
Frozen CLIP Models are Efficient Video Learners. ECCV (35) 2022: 388-404 - [c148]Xin Dong, Tanay Kumar Saha, Ke Zhang, Joel R. Tetreault, Alejandro Jaimes, Gerard de Melo:
Temporal Event Reasoning Using Multi-source Auxiliary Learning Objectives. ECIR (2) 2022: 102-110 - [c147]Changqun Li, Linlin Wang, Xin Lin, Gerard de Melo, Liang He:
Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization. EMNLP 2022: 1096-1106 - [c146]Xiang Hu, Haitao Mi, Liang Li, Gerard de Melo:
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation. EMNLP 2022: 2809-2821 - [c145]Konstantin Dobler, Florian Hübscher, Jan Westphal, Alejandro Sierra Múnera, Gerard de Melo, Ralf Krestel:
Art Creation with Multi-Conditional StyleGANs. IJCAI 2022: 4936-4942 - [c144]Yanbo Fang, Zuohui Fu, Xin Dong, Yongfeng Zhang, Gerard de Melo:
Assessing Combinational Generalization of Language Models in Biased Scenarios. AACL/IJCNLP (2) 2022: 392-397 - [c143]Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker:
Fourth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys 2022: 663-666 - [c142]Shijie Geng, Zuohui Fu, Juntao Tan, Yingqiang Ge, Gerard de Melo, Yongfeng Zhang:
Path Language Modeling over Knowledge Graphsfor Explainable Recommendation. WWW 2022: 946-955 - [e4]Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker:
Proceedings of the Fourth Knowledge-aware and Conversational Recommender Systems Workshop co-located with 16th ACM Conference on Recommender Systems (RecSys 2022), Seattle, WA, USA, September 22nd, 2022. CEUR Workshop Proceedings 3294, CEUR-WS.org 2022 [contents] - [i47]Konstantin Dobler, Florian Hübscher, Jan Westphal, Alejandro Sierra Múnera, Gerard de Melo, Ralf Krestel:
Art Creation with Multi-Conditional StyleGANs. CoRR abs/2202.11777 (2022) - [i46]Xiang Hu, Haitao Mi, Liang Li, Gerard de Melo:
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation. CoRR abs/2203.00281 (2022) - [i45]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) - [i44]Ziyi Lin, Shijie Geng, Renrui Zhang, Peng Gao, Gerard de Melo, Xiaogang Wang, Jifeng Dai, Yu Qiao, Hongsheng Li:
Frozen CLIP Models are Efficient Video Learners. CoRR abs/2208.03550 (2022) - [i43]Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu:
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities. CoRR abs/2210.05556 (2022) - 2021
- [b2]Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, Sabrina Kirrane, José Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan Sequeda, Steffen Staab, Antoine Zimmermann:
Knowledge Graphs. Synthesis Lectures on Data, Semantics, and Knowledge, Morgan & Claypool Publishers 2021, ISBN 978-3-031-00790-3, pp. 1-257 - [j21]Tugba Kulahcioglu, Gerard de Melo:
Semantics-aware typographical choices via affective associations. Lang. Resour. Evaluation 55(1): 105-126 (2021) - [c141]Bingchen Liu, Kunpeng Song, Yizhe Zhu, Gerard de Melo, Ahmed Elgammal:
TIME: Text and Image Mutual-Translation Adversarial Networks. AAAI 2021: 2082-2090 - [c140]Abu Awal Md Shoeb, Gerard de Melo:
Assessing Emoji Use in Modern Text Processing Tools. ACL/IJCNLP (1) 2021: 1379-1388 - [c139]Xiang Hu, Haitao Mi, Zujie Wen, Yafang Wang, Yi Su, Jing Zheng, Gerard de Melo:
R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling. ACL/IJCNLP (1) 2021: 4897-4908 - [c138]Xin Dong, Yaxin Zhu, Zuohui Fu, Dongkuan Xu, Gerard de Melo:
Data Augmentation with Adversarial Training for Cross-Lingual NLI. ACL/IJCNLP (1) 2021: 5158-5167 - [c137]Rajarshi Bhowmik, Karl Stratos, Gerard de Melo:
Fast and Effective Biomedical Entity Linking Using a Dual Encoder. LOUHI@EACL 2021: 28-37 - [c136]Zuohui Fu, Yikun Xian, Shijie Geng, Gerard de Melo, Yongfeng Zhang:
Popcorn: Human-in-the-loop Popularity Debiasing in Conversational Recommender Systems. CIKM 2021: 494-503 - [c135]Sedigheh Eslami, Gerard de Melo, Christoph Meinel:
TeamS at VQA-Med 2021: BBN-Orchestra for Long-tailed Medical Visual Question Answering. CLEF (Working Notes) 2021: 1211-1217 - [c134]Zhe Hu, Zuohui Fu, Yu Yin, Gerard de Melo:
Context-Aware Interaction Network for Question Matching. EMNLP (1) 2021: 3846-3853 - [c133]Shahab Raji, Gerard de Melo:
Guilt by Association: Emotion Intensities in Lexical Representations. EMNLP (1) 2021: 9911-9917 - [c132]Yikun Xian, Handong Zhao, Tak Yeon Lee, Sungchul Kim, Ryan A. Rossi, Zuohui Fu, Gerard de Melo, S. Muthukrishnan:
EXACTA: Explainable Column Annotation. KDD 2021: 3775-3785 - [c131]Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su:
Dense Contrastive Visual-Linguistic Pretraining. ACM Multimedia 2021: 5203-5212 - [c130]Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo, Yongfeng Zhang:
Faithfully Explainable Recommendation via Neural Logic Reasoning. NAACL-HLT 2021: 3083-3090 - [c129]Xiaoli He, Gerard de Melo:
Personality Predictive Lexical Cues and Their Correlations. RANLP 2021: 514-523 - [c128]Gerard de Melo:
How Can I Help You? Knowledge Graphs for Explainable Recommendation (Abstract). KaRS/ComplexRec@RecSys 2021 - [c127]Zuohui Fu, Yikun Xian, Yaxin Zhu, Shuyuan Xu, Zelong Li, Gerard de Melo, Yongfeng Zhang:
HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation. SIGIR 2021: 2415-2421 - [i42]Abu Awal Md Shoeb, Gerard de Melo:
Assessing Emoji Use in Modern Text Processing Tools. CoRR abs/2101.00430 (2021) - [i41]Rajarshi Bhowmik, Karl Stratos, Gerard de Melo:
Fast and Effective Biomedical Entity Linking Using a Dual Encoder. CoRR abs/2103.05028 (2021) - [i40]Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo, Yongfeng Zhang:
Faithfully Explainable Recommendation via Neural Logic Reasoning. CoRR abs/2104.07869 (2021) - [i39]Zhe Hu, Zuohui Fu, Yu Yin, Gerard de Melo, Cheng Peng:
Context-Aware Interaction Network for Question Matching. CoRR abs/2104.08451 (2021) - [i38]Shahab Raji, Gerard de Melo:
Guilt by Association: Emotion Intensities in Lexical Representations. CoRR abs/2104.08679 (2021) - [i37]Tolga Buz, Gerard de Melo:
Should You Take Investment Advice From WallStreetBets? A Data-Driven Approach. CoRR abs/2105.02728 (2021) - [i36]Xiang Hu, Haitao Mi, Zujie Wen, Yafang Wang, Yi Su, Jing Zheng, Gerard de Melo:
R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling. CoRR abs/2107.00967 (2021) - [i35]Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su:
Dense Contrastive Visual-Linguistic Pretraining. CoRR abs/2109.11778 (2021) - [i34]Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein, Jinho D. Choi, Eduard H. Hovy, Ondrej Dusek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Tanya Goyal, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, Kalpesh Krishna, Ashutosh Kumar, Stefan Langer, Seungjae Ryan Lee, Corey James Levinson, Hualou Liang, Kaizhao Liang, Zhexiong Liu, Andrey Lukyanenko, Vukosi Marivate, Gerard de Melo, Simon Meoni, Maxime Meyer, Afnan Mir, Nafise Sadat Moosavi, Niklas Muennighoff, Timothy Sum Hon Mun, Kenton Murray, Marcin Namysl, Maria Obedkova, Priti Oli, Nivranshu Pasricha, Jan Pfister, Richard Plant, Vinay Prabhu, Vasile Pais, Libo Qin, Shahab Raji, Pawan Kumar Rajpoot, Vikas Raunak, Roy Rinberg, Nicholas Roberts, Juan Diego Rodriguez, Claude Roux, Paulo Henrique Santos Vasconcellos, Ananya B. Sai, Robin M. Schmidt, Thomas Scialom, Tshephisho Sefara, Saqib Shamsi, Xudong Shen, Yiwen Shi, Haoyue Shi, Anna Shvets, Nick Siegel, Damien Sileo, Jamie Simon, Chandan Singh, Roman Sitelew, Priyank Soni, Taylor Sorensen, William Soto, Aman Srivastava, K. V. Aditya Srivatsa, Tony Sun, Mukund Varma T., A. Tabassum, Fiona Anting Tan, Ryan Teehan, Mo Tiwari, Marie Tolkiehn, Athena Wang, Zijian Wang, Zijie J. Wang, Gloria Wang, Fuxuan Wei, Bryan Wilie, Genta Indra Winata, Xinyi Wu, Witold Wydmanski, Tianbao Xie, Usama Yaseen, Michael A. Yee, Jing Zhang, Yue Zhang:
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. CoRR abs/2112.02721 (2021) - [i33]Sedigheh Eslami, Gerard de Melo, Christoph Meinel:
Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain? CoRR abs/2112.13906 (2021) - 2020
- [j20]Kai Yang, Xinyu Kong, Yafang Wang, Jie Zhang, Gerard de Melo:
Reinforcement Learning Over Knowledge Graphs for Explainable Dialogue Intent Mining. IEEE Access 8: 85348-85358 (2020) - [j19]Zengguang Hao, Yafang Wang, Zining Liu, Gerard de Melo, Zenglin Xu:
Knowledge Fusion via Joint Tensor and Matrix Factorization. Cogn. Comput. 12(3): 642-653 (2020) - [j18]Wei Gai, Meng Qi, Mingcong Ma, Lu Wang, Chenglei Yang, Juan Liu, Yulong Bian, Gerard de Melo, Shijun Liu, Xiangxu Meng:
Employing Shadows for Multi-Person Tracking Based on a Single RGB-D Camera. Sensors 20(4): 1056 (2020) - [j17]Drashti Pathak, Aparna S. Varde, Gerard de Melo, Clement Alo:
Hydroinformatics and the web: analytics and dissemination of hydrology data for climate change and sustainability. SIGWEB Newsl. 2020(Autumn): 3:1-3:17 (2020) - [j16]Tugba Kulahcioglu, Gerard de Melo:
Affect-Aware Word Clouds. ACM Trans. Interact. Intell. Syst. 10(4): 34:1-34:25 (2020) - [j15]Yongpan Sheng, Zenglin Xu, Yafang Wang, Gerard de Melo:
Multi-document semantic relation extraction for news analytics. World Wide Web 23(3): 2043-2077 (2020) - [c126]Liang Jiang, Zujie Wen, Zhongping Liang, Yafang Wang, Gerard de Melo, Zhe Li, Liangzhuang Ma, Jiaxing Zhang, Xiaolong Li, Yuan Qi:
Long Short-Term Sample Distillation. AAAI 2020: 4345-4352 - [c125]Bingchen Liu, Yizhe Zhu, Zuohui Fu, Gerard de Melo, Ahmed Elgammal:
OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization. AAAI 2020: 4836-4843 - [c124]Xin Dong, Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong, Dongjin Song, Yanchi Liu, Haifeng Chen, Gerard de Melo:
Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation. AAAI 2020: 7667-7674 - [c123]Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo:
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs. AAAI 2020: 7756-7763 - [c122]Huan Xing, Chenglei Yang, Xiyu Bao, Sheng Li, Wei Gai, Meng Qi, Juan Liu, Yuliang Shi, Gerard de Melo, Fan Zhang, Xiangxu Meng:
MR Environments Constructed for a Large Indoor Physical Space. CGI 2020: 132-144 - [c121]Yikun Xian, Zuohui Fu, Handong Zhao, Yingqiang Ge, Xu Chen, Qiaoying Huang, Shijie Geng, Zhou Qin, Gerard de Melo, S. Muthukrishnan, Yongfeng Zhang:
CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation. CIKM 2020: 1645-1654 - [c120]Wangshu Zhang, Junhong Liu, Zujie Wen, Yafang Wang, Gerard de Melo:
Query Distillation: BERT-based Distillation for Ensemble Ranking. COLING (Industry) 2020: 33-43 - [c119]Xiang Hu, Zujie Wen, Yafang Wang, Xiaolong Li, Gerard de Melo:
Interactive Question Clarification in Dialogue via Reinforcement Learning. COLING (Industry) 2020: 78-89 - [c118]Xunjie Zhu, Gerard de Melo:
Sentence Analogies: Linguistic Regularities in Sentence Embeddings. COLING 2020: 3389-3400 - [c117]Binxia Xu, Siyuan Qiu, Jie Zhang, Yafang Wang, Xiaoyu Shen, Gerard de Melo:
Data Augmentation for Multiclass Utterance Classification - A Systematic Study. COLING 2020: 5494-5506 - [c116]Arun Ramachandran, Gerard de Melo:
Cross-Lingual Emotion Lexicon Induction using Representation Alignment in Low-Resource Settings. COLING 2020: 5879-5890 - [c115]S. M. Mazharul Islam, Xin Dong, Gerard de Melo:
Domain-Specific Sentiment Lexicons Induced from Labeled Documents. COLING 2020: 6576-6587 - [c114]Abu Awal Md Shoeb, Gerard de Melo:
EmoTag1200: Understanding the Association between Emojis and Emotions. EMNLP (1) 2020: 8957-8967 - [c113]Jindong Jiang, Sepehr Janghorbani, Gerard de Melo, Sungjin Ahn:
SCALOR: Generative World Models with Scalable Object Representations. ICLR 2020 - [c112]Honglu Zhou, Shuyuan Xu, Zuohui Fu, Gerard de Melo, Yongfeng Zhang, Mubbasir Kapadia:
HID: Hierarchical Multiscale Representation Learning for Information Diffusion. IJCAI 2020: 3385-3391 - [c111]Da Huo, Gerard de Melo:
Inducing Universal Semantic Tag Vectors. LREC 2020: 3121-3127 - [c110]Kshitij Shah, Gerard de Melo:
Correcting the Autocorrect: Context-Aware Typographical Error Correction via Training Data Augmentation. LREC 2020: 6930-6936 - [c109]Tugba Kulahcioglu, Gerard de Melo:
Fonts Like This but Happier: A New Way to Discover Fonts. ACM Multimedia 2020: 2973-2981 - [c108]Yipeng Kang, Tonghan Wang, Gerard de Melo:
Incorporating Pragmatic Reasoning Communication into Emergent Language. NeurIPS 2020 - [c107]Rajarshi Bhowmik, Gerard de Melo:
Explainable Link Prediction for Emerging Entities in Knowledge Graphs. ISWC (1) 2020: 39-55 - [c106]Atharva Prabhat Paranjpe, Rajarshi Bhowmik, Gerard de Melo:
Facts That Matter: Dynamic Fact Retrieval for Entity-Centric Search Queries. ISWC (Demos/Industry) 2020: 310-315 - [c105]Zuohui Fu, Yikun Xian, Ruoyuan Gao, Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard de Melo:
Fairness-Aware Explainable Recommendation over Knowledge Graphs. SIGIR 2020: 69-78 - [c104]Xin Dong, Yaxin Zhu, Yupeng Zhang, Zuohui Fu, Dongkuan Xu, Sen Yang, Gerard de Melo:
Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification. SIGIR 2020: 1541-1544 - [c103]Liqiang Wang, Xiaoyu Shen, Gerard de Melo, Gerhard Weikum:
Cross-Domain Learning for Classifying Propaganda in Online Contents. TTO 2020: 21-31 - [c102]Sreyasi Nag Chowdhury, William Cheng, Gerard de Melo, Simon Razniewski, Gerhard Weikum:
Illustrate Your Story: Enriching Text with Images. WSDM 2020: 849-852 - [c101]Siyuan Qiu, Binxia Xu, Jie Zhang, Yafang Wang, Xiaoyu Shen, Gerard de Melo, Chong Long, Xiaolong Li:
EasyAug: An Automatic Textual Data Augmentation Platform for Classification Tasks. WWW (Companion Volume) 2020: 249-252 - [c100]Shahab Raji, Gerard de Melo:
What Sparks Joy: The AffectVec Emotion Database. WWW 2020: 2991-2997 - [i32]Xin Dong, Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong, Dongjin Song, Yanchi Liu, Haifeng Chen, Gerard de Melo:
Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation. CoRR abs/2001.04346 (2020) - [i31]Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo:
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs. CoRR abs/2001.11121 (2020) - [i30]Liang Jiang, Zujie Wen, Zhongping Liang, Yafang Wang, Gerard de Melo, Zhe Li, Liangzhuang Ma, Jiaxing Zhang, Xiaolong Li, Yuan Qi:
Long Short-Term Sample Distillation. CoRR abs/2003.00739 (2020) - [i29]Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, José Emilio Labra Gayo, Sabrina Kirrane, Sebastian Neumaier, Axel Polleres, Roberto Navigli, Axel-Cyrille Ngonga Ngomo, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan F. Sequeda, Steffen Staab, Antoine Zimmermann:
Knowledge Graphs. CoRR abs/2003.02320 (2020) - [i28]Xunjie Zhu, Gerard de Melo:
Sentence Analogies: Exploring Linguistic Relationships and Regularities in Sentence Embeddings. CoRR abs/2003.04036 (2020) - [i27]Rajarshi Bhowmik, Gerard de Melo:
A Joint Framework for Inductive Representation Learning and Explainable Reasoning in Knowledge Graphs. CoRR abs/2005.00637 (2020) - [i26]Abu Awal Md Shoeb, Gerard de Melo:
Are Emojis Emotional? A Study to Understand the Association between Emojis and Emotions. CoRR abs/2005.00693 (2020) - [i25]Kshitij Shah, Gerard de Melo:
Correcting the Autocorrect: Context-Aware Typographical Error Correction via Training Data Augmentation. CoRR abs/2005.01158 (2020) - [i24]Shijie Geng, Ji Zhang, Zuohui Fu, Peng Gao, Hang Zhang, Gerard de Melo:
Character Matters: Video Story Understanding with Character-Aware Relations. CoRR abs/2005.08646 (2020) - [i23]Bingchen Liu, Kunpeng Song, Yizhe Zhu, Gerard de Melo, Ahmed Elgammal:
TIME: Text and Image Mutual-Translation Adversarial Networks. CoRR abs/2005.13192 (2020) - [i22]Zuohui Fu, Yikun Xian, Ruoyuan Gao, Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard de Melo:
Fairness-Aware Explainable Recommendation over Knowledge Graphs. CoRR abs/2006.02046 (2020) - [i21]Yipeng Kang, Tonghan Wang, Gerard de Melo:
Incorporating Pragmatic Reasoning Communication into Emergent Language. CoRR abs/2006.04109 (2020) - [i20]Lei Shi, Kai Shuang, Shijie Geng, Peng Su, Zhengkai Jiang, Peng Gao, Zuohui Fu, Gerard de Melo, Sen Su:
Contrastive Visual-Linguistic Pretraining. CoRR abs/2007.13135 (2020) - [i19]Xin Dong, Yaxin Zhu, Yupeng Zhang, Zuohui Fu, Dongkuan Xu, Sen Yang, Gerard de Melo:
Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification. CoRR abs/2007.15072 (2020) - [i18]Zuohui Fu, Yikun Xian, Yaxin Zhu, Yongfeng Zhang, Gerard de Melo:
COOKIE: A Dataset for Conversational Recommendation over Knowledge Graphs in E-commerce. CoRR abs/2008.09237 (2020) - [i17]Honglu Zhou, Hareesh Ravi, Carlos Manuel Muñiz, Vahid Azizi, Linda Ness, Gerard de Melo, Mubbasir Kapadia:
GitEvolve: Predicting the Evolution of GitHub Repositories. CoRR abs/2010.04366 (2020) - [i16]Yikun Xian, Zuohui Fu, Handong Zhao, Yingqiang Ge, Xu Chen, Qiaoying Huang, Shijie Geng, Zhou Qin, Gerard de Melo, S. Muthukrishnan, Yongfeng Zhang:
CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation. CoRR abs/2010.15620 (2020) - [i15]Liqiang Wang, Xiaoyu Shen, Gerard de Melo, Gerhard Weikum:
Cross-Domain Learning for Classifying Propaganda in Online Contents. CoRR abs/2011.06844 (2020) - [i14]Xiang Hu, Zujie Wen, Yafang Wang, Xiaolong Li, Gerard de Melo:
Interactive Question Clarification in Dialogue via Reinforcement Learning. CoRR abs/2012.09411 (2020)
2010 – 2019
- 2019
- [j14]Xu Du, Matthew Kowalski, Aparna S. Varde, Gerard de Melo, Robert W. Taylor:
Public opinion matters: mining social media text for environmental management. SIGWEB Newsl. 2019(Autumn): 5:1-5:15 (2019) - [j13]Liqiang Wang, Yafang Wang, Gerard de Melo, Gerhard Weikum:
Understanding archetypes of fake news via fine-grained classification. Soc. Netw. Anal. Min. 9(1): 37:1-37:17 (2019) - [c99]Zhiqiang Liu, Zuohui Fu, Jie Cao, Gerard de Melo, Yik-Cheung Tam, Cheng Niu, Jie Zhou:
Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation. ACL (1) 2019: 1992-2001 - [c98]Xin Dong, Gerard de Melo:
A Robust Self-Learning Framework for Cross-Lingual Text Classification. EMNLP/IJCNLP (1) 2019: 6305-6309 - [c97]Tugba Kulahcioglu, Gerard de Melo:
Paralinguistic recommendations for affective word clouds. IUI 2019: 132-143 - [c96]Michael A. Hedderich, Andrew Yates, Dietrich Klakow, Gerard de Melo:
Using Multi-Sense Vector Embeddings for Reverse Dictionaries. IWCS (1) 2019: 247-258 - [c95]Malihe Alikhani, Sreyasi Nag Chowdhury, Gerard de Melo, Matthew Stone:
CITE: A Corpus of Image-Text Discourse Relations. NAACL-HLT (1) 2019: 570-575 - [c94]Abu Awal Md Shoeb, Shahab Raji, Gerard de Melo:
EmoTag - Towards an Emotion-Based Analysis of Emojis. RANLP 2019: 1094-1103 - [c93]Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang:
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation. SIGIR 2019: 285-294 - [c92]Wei Gai, Xiyu Bao, Meng Qi, Yafang Wang, Juan Liu, Gerard de Melo, Lu Wang, Lizhen Cui, Chenglei Yang, Xiangxu Meng:
Optimization Strategies for Real-Time Rendering of Virtual Scenes on Heterogeneous Mobile Devices. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 395-400 - [c91]Wei Gai, Meng Qi, Lu Wang, Chenglei Yang, Juan Liu, Yulong Bian, Gerard de Melo, Shijun Liu, Xiangxu Meng:
Catch the Shadow: Person Tracking Under Occlusion with a Single RGB-D Camera. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 413-418 - [c90]Yeqing Chen, Yulong Bian, Chenglei Yang, Xiyu Bao, Yafang Wang, Gerard de Melo, Juan Liu, Wei Gai, Lu Wang, Xiangxu Meng:
Leveraging Blowing as a Directly Controlled Interface. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 419-424 - [c89]Huan Xing, Xiyu Bao, Fan Zhang, Wei Gai, Meng Qi, Juan Liu, Yuliang Shi, Gerard de Melo, Chenglei Yang, Xiangxu Meng:
Rotbav: A Toolkit for Constructing Mixed Reality Apps with Real-Time Roaming in Large Indoor Physical Spaces. VR 2019: 1245-1246 - [c88]Rajarshi Bhowmik, Gerard de Melo:
Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts. WWW 2019: 116-126 - [e3]Maria Eskevich, Gerard de Melo, Christian Fäth, John P. McCrae, Paul Buitelaar, Christian Chiarcos, Bettina Klimek, Milan Dojchinovski:
2nd Conference on Language, Data and Knowledge, LDK 2019, May 20-23, 2019, Leipzig, Germany. OASIcs 70, Schloss Dagstuhl - Leibniz-Zentrum für Informatik 2019, ISBN 978-3-95977-105-4 [contents] - [i13]Michael A. Hedderich, Andrew Yates, Dietrich Klakow, Gerard de Melo:
Using Multi-Sense Vector Embeddings for Reverse Dictionaries. CoRR abs/1904.01451 (2019) - [i12]Malihe Alikhani, Sreyasi Nag Chowdhury, Gerard de Melo, Matthew Stone:
CITE: A Corpus of Image-Text Discourse Relations. CoRR abs/1904.06286 (2019) - [i11]Rajarshi Bhowmik, Gerard de Melo:
Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts. CoRR abs/1904.07391 (2019) - [i10]Bingchen Liu, Yizhe Zhu, Zuohui Fu, Gerard de Melo, Ahmed Elgammal:
OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization. CoRR abs/1905.10836 (2019) - [i9]Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang:
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation. CoRR abs/1906.05237 (2019) - [i8]Jindong Jiang, Sepehr Janghorbani, Gerard de Melo, Sungjin Ahn:
Scalable Object-Oriented Sequential Generative Models. CoRR abs/1910.02384 (2019) - 2018
- [j12]Jacobo Rouces, Gerard de Melo, Katja Hose:
Addressing structural and linguistic heterogeneity in the Web. AI Commun. 31(1): 3-18 (2018) - [j11]Xiang Long, Chuang Gan, Gerard de Melo:
Video Captioning with Multi-Faceted Attention. Trans. Assoc. Comput. Linguistics 6: 173-184 (2018) - [c87]Zhu Cao, Linlin Wang, Gerard de Melo:
Link Prediction via Subgraph Embedding-Based Convex Matrix Completion. AAAI 2018: 2803-2810 - [c86]Xin Dong, Gerard de Melo:
Cross-Lingual Propagation for Deep Sentiment Analysis. AAAI 2018: 5771-5778 - [c85]Xiang Long, Chuang Gan, Gerard de Melo, Xiao Liu, Yandong Li, Fu Li, Shilei Wen:
Multimodal Keyless Attention Fusion for Video Classification. AAAI 2018: 7202-7209 - [c84]Xunjie Zhu, Tingfeng Li, Gerard de Melo:
Exploring Semantic Properties of Sentence Embeddings. ACL (2) 2018: 632-637 - [c83]Rajarshi Bhowmik, Gerard de Melo:
Generating Fine-Grained Open Vocabulary Entity Type Descriptions. ACL (1) 2018: 877-888 - [c82]Xin Dong, Gerard de Melo:
A Helping Hand: Transfer Learning for Deep Sentiment Analysis. ACL (1) 2018: 2524-2534 - [c81]Liqiang Wang, Yafang Wang, Gerard de Melo, Gerhard Weikum:
Five Shades of Untruth: Finer-Grained Classification of Fake News. ASONAM 2018: 593-594 - [c80]Xiang Long, Chuang Gan, Gerard de Melo, Jiajun Wu, Xiao Liu, Shilei Wen:
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification. CVPR 2018: 7834-7843 - [c79]Liqiang Wang, Ziyu Guo, Yafang Wang, Zeyuan Cui, Shijun Liu, Gerard de Melo:
Social Media vs. News Media: Analyzing Real-World Events from Different Perspectives. DEXA (2) 2018: 471-479 - [c78]Manish Puri, Aparna S. Varde, Xu Du, Gerard de Melo:
Smart Governance Through Opinion Mining of Public Reactions on Ordinances. ICTAI 2018: 838-845 - [c77]Tugba Kulahcioglu, Gerard de Melo:
FontLex: A Typographical Lexicon based on Affective Associations. LREC 2018 - [c76]Gerard de Melo:
Metaphor Suggestions based on a Semantic Metaphor Repository. LREC 2018 - [c75]Yongpan Sheng, Zenglin Xu, Yafang Wang, Xiangyu Zhang, Jia Jia, Zhonghui You, Gerard de Melo:
Visualizing Multi-document Semantics via Open Domain Information Extraction. ECML/PKDD (3) 2018: 695-699 - [c74]Gerard de Melo, Tugba Kulahcioglu:
Predicting Semantic Signatures of Fonts. ICSC 2018: 115-122 - [c73]Chenxing Li, Gerui Wang, Gerard de Melo:
Context-Based Few-Shot Word Representation Learning. ICSC 2018: 239-242 - [c72]Ziyu Guo, Liqiang Wang, Yafang Wang, Guohua Zeng, Shijun Liu, Gerard de Melo:
Public Opinion Spamming: A Model for Content and Users on Sina Weibo. WebSci 2018: 210-214 - [c71]Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo:
Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval. WSDM 2018: 279-287 - [c70]Manish Puri, Xu Du, Aparna S. Varde, Gerard de Melo:
Mapping Ordinances and Tweets using Smart City Characteristics to Aid Opinion Mining. WWW (Companion Volume) 2018: 1721-1728 - [e2]Michael Cochez, Thierry Declerck, Gerard de Melo, Luis Espinosa Anke, Besnik Fetahu, Dagmar Gromann, Mayank Kejriwal, Maria Koutraki, Freddy Lécué, Enrico Palumbo, Harald Sack:
Proceedings of the First Workshop on Deep Learning for Knowledge Graphs and Semantic Technologies (DL4KGS) co-located with the 15th Extended Semantic Web Conerence (ESWC 2018), Heraklion, Crete, Greece, June 4, 2018. CEUR Workshop Proceedings 2106, CEUR-WS.org 2018 [contents] - [i7]Rajarshi Bhowmik, Gerard de Melo:
Generating Fine-Grained Open Vocabulary Entity Type Descriptions. CoRR abs/1805.10564 (2018) - 2017
- [j10]Jacobo Rouces, Gerard de Melo, Katja Hose:
FrameBase: Enabling integration of heterogeneous knowledge. Semantic Web 8(6): 817-850 (2017) - [j9]Niket Tandon, Aparna S. Varde, Gerard de Melo:
Commonsense Knowledge in Machine Intelligence. SIGMOD Rec. 46(4): 49-52 (2017) - [c69]Sixue Liu, Gerard de Melo:
Should Algorithms for Random SAT and Max-SAT Be Different? AAAI 2017: 3915-3921 - [c68]Niket Tandon, Gerard de Melo, Gerhard Weikum:
WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation. ACL (System Demonstrations) 2017: 115-120 - [c67]Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo:
PACRR: A Position-Aware Neural IR Model for Relevance Matching. EMNLP 2017: 1049-1058 - [c66]Zhu Cao, Linlin Wang, Gerard de Melo:
Multiple-Weight Recurrent Neural Networks. IJCAI 2017: 1483-1489 - [c65]Gerard de Melo:
Multilingual Vector Representations of Words, Sentences, and Documents. IJCNLP (Tutorial Abstracts) 2017: 3-5 - [c64]Liqiang Wang, Yafang Wang, Bin Liu, Lirong He, Shijun Liu, Gerard de Melo, Zenglin Xu:
Link prediction by exploiting network formation games in exchangeable graphs. IJCNN 2017: 619-626 - [c63]Gerard de Melo:
Inducing Conceptual Embedding Spaces from Wikipedia. WWW (Companion Volume) 2017: 43-50 - [c62]Huadong Li, Yafang Wang, Gerard de Melo, Changhe Tu, Baoquan Chen:
Multimodal Question Answering over Structured Data with Ambiguous Entities. WWW (Companion Volume) 2017: 79-88 - [c61]Qian Yang, Gerard de Melo, Yong Cheng, Sen Wang:
HiText: Text Reading with Dynamic Salience Marking. WWW (Companion Volume) 2017: 311-319 - [c60]Xiaowen Sun, Yafang Wang, Gerard de Melo, Wei Gai, Yuliang Shi, Lu Zhao, Yulong Bian, Juan Liu, Chenglei Yang, Xiangxu Meng:
Enabling Participatory Design of 3D Virtual Scenes on Mobile Devices. WWW (Companion Volume) 2017: 473-482 - [c59]Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo:
Position-Aware Representations for Relevance Matching in Neural Information Retrieval. WWW (Companion Volume) 2017: 799-800 - [i6]Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo:
A Position-Aware Deep Model for Relevance Matching in Information Retrieval. CoRR abs/1704.03940 (2017) - [i5]Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo:
RE-PACRR: A Context and Density-Aware Neural Information Retrieval Model. CoRR abs/1706.10192 (2017) - [i4]Xiang Long, Chuang Gan, Gerard de Melo, Jiajun Wu, Xiao Liu, Shilei Wen:
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification. CoRR abs/1711.09550 (2017) - 2016
- [j8]Gerard de Melo, Niket Tandon:
"Seeing is believing: the quest for multimodal knowledge" by Gerard de Melo and Niket Tandon, with Martin Vesely as coordinator. SIGWEB Newsl. 2016(Spring): 4:1-4:9 (2016) - [j7]E. Dario Gutiérrez, Ekaterina Shutova, Patricia Lichtenstein, Gerard de Melo, Luca Gilardi:
Detecting Cross-cultural Differences Using a Multilingual Topic Model. Trans. Assoc. Comput. Linguistics 4: 47-60 (2016) - [c58]Qian Yang, Rebecca J. Passonneau, Gerard de Melo:
PEAK: Pyramid Evaluation via Automated Knowledge Extraction. AAAI 2016: 2673-2680 - [c57]Linlin Wang, Zhu Cao, Yu Xia, Gerard de Melo:
Morphological Segmentation with Window LSTM Neural Networks. AAAI 2016: 2842-2848 - [c56]Chuang Gan, Ming C. Lin, Yi Yang, Gerard de Melo, Alexander G. Hauptmann:
Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition. AAAI 2016: 3487- - [c55]Tong Ge, Yafang Wang, Gerard de Melo, Haofeng Li, Baoquan Chen:
Visualizing and Curating Knowledge Graphs over Time and Space. ACL (System Demonstrations) 2016: 25-30 - [c54]Linlin Wang, Zhu Cao, Gerard de Melo, Zhiyuan Liu:
Relation Classification via Multi-Level Attention CNNs. ACL (1) 2016 - [c53]Yafang Wang, Zhaochun Ren, Martin Theobald, Maximilian Dylla, Gerard de Melo:
Summary Generation for Temporal Extractions. DEXA (1) 2016: 370-386 - [c52]Huayong Xu, Yafang Wang, Kang Feng, Gerard de Melo, Wei Wu, Andrei Sharf, Baoquan Chen:
ShapeLearner: Towards Shape-Based Visual Knowledge Harvesting. ECAI 2016: 435-443 - [c51]Tong Ge, Yafang Wang, Gerard de Melo, Zengguang Hao, Andrei Sharf, Baoquan Chen:
ShapeExplorer: Querying and Exploring Shapes using Visual Knowledge. EDBT 2016: 648-651 - [c50]Jacobo Rouces, Gerard de Melo, Katja Hose:
Heuristics for Connecting Heterogeneous Knowledge via FrameBase. ESWC 2016: 20-35 - [c49]Jacobo Rouces, Gerard de Melo, Katja Hose:
Klint: Assisting Integration of Heterogeneous Knowledge. IJCAI 2016: 4262-4263 - [c48]John P. McCrae, Christian Chiarcos, Francis Bond, Philipp Cimiano, Thierry Declerck, Gerard de Melo, Jorge Gracia, Sebastian Hellmann, Bettina Klimek, Steven Moran, Petya Osenova, Antonio Pareja-Lora, Jonathan Pool:
The Open Linguistics Working Group: Developing the Linguistic Linked Open Data Cloud. LREC 2016 - [c47]Eneldo Loza Mencía, Gerard de Melo, Jinseok Nam:
Medical Concept Embeddings via Labeled Background Corpora. LREC 2016 - [c46]Gerard de Melo:
Knowledge Graphs: Venturing Out into the Wild. KEKI/NLP&DBpedia@ISWC 2016: 1-9 - [c45]Jiaqiang Chen, Niket Tandon, Charles Darwis Hariman, Gerard de Melo:
WebBrain: Joint Neural Learning of Large-Scale Commonsense Knowledge. ISWC (1) 2016: 102-118 - [c44]Jacobo Rouces, Gerard de Melo, Katja Hose:
Complex Schema Mapping and Linking Data: Beyond Binary Predicates. LDOW@WWW 2016 - [i3]Sixue Liu, Yulong Ceng, Gerard de Melo:
A Probability Distribution Strategy with Efficient Clause Selection for Hard Max-SAT Formulas. CoRR abs/1610.00442 (2016) - [i2]Xiang Long, Chuang Gan, Gerard de Melo:
Video Captioning with Multi-Faceted Attention. CoRR abs/1612.00234 (2016) - [i1]Gerard de Melo:
Data Integration Beyond Alignments Between Two Sources. Tiny Trans. Comput. Sci. 4 (2016) - 2015
- [j6]Gerard de Melo:
Lexvo.org: Language-related information for the Linguistic Linked Data cloud. Semantic Web 6(4): 393-400 (2015) - [j5]Gerard de Melo, Mouna Kacimi, Aparna S. Varde:
Dissertation Research Problems in Data Management and Related Areas. SIGMOD Rec. 44(4): 53-56 (2015) - [c43]Miao Xie, Qiusong Yang, Qing Wang, Gao Cong, Gerard de Melo:
DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization. AAAI 2015: 346-352 - [c42]Linlin Wang, Kang Liu, Zhu Cao, Jun Zhao, Gerard de Melo:
Sentiment-Aspect Extraction based on Restricted Boltzmann Machines. ACL (1) 2015: 616-625 - [c41]Ekaterina Shutova, Niket Tandon, Gerard de Melo:
Perceptually Grounded Selectional Preferences. ACL (1) 2015: 950-960 - [c40]Gerard de Melo:
Why Researchers are Managers. PIKM@CIKM 2015: 1 - [c39]Niket Tandon, Gerard de Melo, Abir De, Gerhard Weikum:
Knowlywood: Mining Activity Knowledge From Hollywood Narratives. CIKM 2015: 223-232 - [c38]Gerard de Melo, Aparna S. Varde:
Scalable Learning Technologies for Big Data Mining. DASFAA (2) 2015: xvii-xviii - [c37]Jacobo Rouces, Gerard de Melo, Katja Hose:
Representing Specialized Events with FrameBase. DeRiVE@ESWC 2015: 58-69 - [c36]Jacobo Rouces, Gerard de Melo, Katja Hose:
FrameBase: Representing N-Ary Relations Using Semantic Frames. ESWC 2015: 505-521 - [c35]Gerard de Melo:
Wiktionary-based word embeddings. MTSummit 2015 - [c34]Jiaqiang Chen, Gerard de Melo:
Semantic Information Extraction for Improved Word Embeddings. VS@HLT-NAACL 2015: 168-175 - [c33]Jiaqiang Chen, Niket Tandon, Gerard de Melo:
Neural Word Representations from Large-Scale Commonsense Knowledge. WI-IAT (1) 2015: 225-228 - [c32]Niket Tandon, Gerhard Weikum, Gerard de Melo, Abir De:
Lights, Camera, Action: Knowledge Extraction from Movie Scripts. WWW (Companion Volume) 2015: 127-128 - 2014
- [j4]Gerard de Melo, Gerhard Weikum:
Taxonomic data integration from multilingual Wikipedia editions. Knowl. Inf. Syst. 39(1): 1-39 (2014) - [c31]Niket Tandon, Gerard de Melo, Gerhard Weikum:
Acquiring Comparative Commonsense Knowledge from the Web. AAAI 2014: 166-172 - [c30]Mohit Bansal, David Burkett, Gerard de Melo, Dan Klein:
Structured Learning for Taxonomy Induction with Belief Propagation. ACL (1) 2014: 1041-1051 - [c29]Gerard de Melo, Valeria de Paiva:
Sense-Specific Implicative Commitments. CICLing (1) 2014: 391-402 - [c28]Gerard de Melo, Mouna Kacimi, Aparna S. Varde:
PIKM 2014: The 7th ACM Workshop for Ph.D. Students in Information and Knowledge Management. CIKM 2014: 2098-2099 - [c27]Valeria de Paiva, Dário Augusto Borges Oliveira, Suemi Higuchi, Alexandre Rademaker, Gerard de Melo:
Exploratory Information Extraction from a Historical Dictionary. eScience Workshops 2014: 11-18 - [c26]Gerard de Melo:
Etymological Wordnet: Tracing The History of Words. LREC 2014: 1148-1154 - [c25]Lars Borin, Jens Allwood, Gerard de Melo:
Bring vs. MTRoget: Evaluating automatic thesaurus translation. LREC 2014: 2115-2121 - [c24]Valeria de Paiva, Livy Real, Alexandre Rademaker, Gerard de Melo:
NomLex-PT: A Lexicon of Portuguese Nominalizations. LREC 2014: 2851-2858 - [c23]Cláudia Freitas, Valeria de Paiva, Alexandre Rademaker, Gerard de Melo, Livy Real, Anne Silva:
Extending a Lexicon of Portuguese Nominalizations with Data from Corpora. PROPOR 2014: 114-124 - [c22]Alexandre Rademaker, Valeria de Paiva, Gerard de Melo, Livy-Maria Real-Coelho:
Embedding NomLex-BR nominalizations into OpenWordnet-PT. GWC 2014: 378-382 - [c21]Alexandre Rademaker, Valeria de Paiva, Gerard de Melo, Livy Real, Maira Gatti:
OpenWordNet-PT: A Project Report. GWC 2014: 383-390 - [c20]Niket Tandon, Gerard de Melo, Fabian M. Suchanek, Gerhard Weikum:
WebChild: harvesting and organizing commonsense knowledge from the web. WSDM 2014: 523-532 - [e1]Gerard de Melo, Mouna Kacimi, Aparna S. Varde:
Proceedings of the 7th Workshop on Ph.D Students, PIKM@CIKM 2014, Shanghai, China, November 3, 2014. ACM 2014, ISBN 978-1-4503-1481-7 [contents] - 2013
- [j3]Gerard de Melo, Mohit Bansal:
Good, Great, Excellent: Global Inference of Semantic Intensities. Trans. Assoc. Comput. Linguistics 1: 279-290 (2013) - [c19]Gerard de Melo:
Not Quite the Same: Identity Constraints for the Web of Linked Data. AAAI 2013: 1092-1098 - [c18]Gerard de Melo, Katja Hose:
Searching the Web of Data. ECIR 2013: 869-873 - 2012
- [j2]Oliver Culo, Gerard de Melo:
Source-Path-Goal: Investigating the Cross-Linguistic Potential of Frame-Semantic Text Analysis. it Inf. Technol. 54(3): 147- (2012) - [j1]Gerard de Melo, Gerhard Weikum:
Constructing and utilizing wordnets using statistical methods. Lang. Resour. Evaluation 46(2): 287-311 (2012) - [c17]Gerard de Melo, Gerhard Weikum:
UWN: A Large Multilingual Lexical Knowledge Base. ACL (System Demonstrations) 2012: 151-156 - [c16]Christoph Böhm, Gerard de Melo, Felix Naumann, Gerhard Weikum:
LINDA: distributed web-of-data-scale entity matching. CIKM 2012: 2104-2108 - [c15]Valeria de Paiva, Alexandre Rademaker, Gerard de Melo:
OpenWordNet-PT: An Open Brazilian Wordnet for Reasoning. COLING (Demos) 2012: 353-360 - [c14]Niket Tandon, Dheeraj Rajagopal, Gerard de Melo:
Markov Chains for Robust Graph-Based Commonsense Information Extraction. COLING (Demos) 2012: 439-446 - [c13]Gerard de Melo, Collin F. Baker, Nancy Ide, Rebecca J. Passonneau, Christiane Fellbaum:
Empirical Comparisons of MASC Word Sense Annotations. LREC 2012: 3036-3043 - 2011
- [b1]Gerard de Melo:
Graph-based methods for large-scale multilingual knowledge integration. Saarland University, 2011 - [c12]Niket Tandon, Gerard de Melo, Gerhard Weikum:
Deriving a Web-Scale Common Sense Fact Database. AAAI 2011: 152-157 - [c11]Johannes Hoffart, Fabian M. Suchanek, Klaus Berberich, Edwin Lewis-Kelham, Gerard de Melo, Gerhard Weikum:
YAGO2: exploring and querying world knowledge in time, space, context, and many languages. WWW (Companion Volume) 2011: 229-232 - 2010
- [c10]Gerard de Melo, Gerhard Weikum:
Untangling the Cross-Lingual Link Structure of Wikipedia. ACL 2010: 844-853 - [c9]Gerard de Melo, Gerhard Weikum:
MENTA: inducing multilingual taxonomies from wikipedia. CIKM 2010: 1099-1108 - [c8]Geoff Sutcliffe, Martin Suda, Alexandra Teyssandier, Nelson Dellis, Gerard de Melo:
Progress Towards Effective Automated Reasoning with World Knowledge. FLAIRS 2010 - [c7]Gerard de Melo, Gerhard Weikum:
Providing Multilingual, Multimodal Answers to Lexical Database Queries. LREC 2010 - [p1]Gerard de Melo:
Graphenbasierte Methoden zur multilingualen Wissensintegration. Ausgezeichnete Informatikdissertationen 2010: 221-230
2000 – 2009
- 2009
- [c6]Gerard de Melo, Gerhard Weikum:
Towards a universal wordnet by learning from combined evidence. CIKM 2009: 513-522 - [c5]Martin Suda, Geoff Sutcliffe, Patrick Wischnewski, Manuel Lamotte-Schubert, Gerard de Melo:
External Sources of Axioms in Automated Theorem Proving. KI 2009: 281-288 - 2008
- [c4]Gerard de Melo, Fabian M. Suchanek, Adam Pease:
Integrating YAGO into the Suggested Upper Merged Ontology. ICTAI (1) 2008: 190-193 - [c3]Gerard de Melo, Gerhard Weikum:
Mapping Roget's Thesaurus and WordNet to French. LREC 2008 - [c2]Gerard de Melo, Gerhard Weikum:
Language as a Foundation of the Semantic Web. ISWC (Posters & Demos) 2008 - 2007
- [c1]Gerard de Melo, Stefan Siersdorfer:
Multilingual Text Classification Using Ontologies. ECIR 2007: 541-548
Coauthor Index
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