default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDDietrich Klakow
Person information
- affiliation: Saarland University, Saarbrücken, Germany
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[c232]Boris Wiegand, Dietrich Klakow, Jilles Vreeken:
What Are the Rules? Discovering Constraints from Data. AAAI 2024: 8182-8190- [c231]Pin-Jie Lin, Miaoran Zhang, Marius Mosbach, Dietrich Klakow:
Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning. ACL (Student Research Workshop) 2024: 264-279 - [c230]Jesujoba Alabi, Marius Mosbach, Matan Eyal, Dietrich Klakow, Mor Geva:
The Hidden Space of Transformer Language Adapters. ACL (1) 2024: 6588-6607 - [c229]Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach:
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis. ACL (Findings) 2024: 7342-7371 - [c228]Jutta Stock, Volha Petukhova, Dietrich Klakow:
Annotating Customer-Oriented Behaviour in Call Centre Sales Dialogues. LREC/COLING 2024: 1197-1208 - [c227]Atnafu Lambebo Tonja, Israel Abebe Azime, Tadesse Destaw Belay, Mesay Gemeda Yigezu, Moges Ahmed Mehamed, Abinew Ali Ayele, Ebrahim Chekol Jibril, Michael Melese Woldeyohannis, Olga Kolesnikova, Philipp Slusallek, Dietrich Klakow, Seid Muhie Yimam:
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation. LREC/COLING 2024: 6341-6352 - [c226]Maria Francis, Julius Steuer, Dietrich Klakow, Volha Petukhova:
Who Did You Blame When Your Project Failed? Designing a Corpus for Presupposition Generation in Cross-Examination Dialogues. LREC/COLING 2024: 17564-17574 - [c225]Mohammed Maqsood Shaik, Dietrich Klakow, Badr M. Abdullah:
Self-Supervised Adaptive Pre-Training of Multilingual Speech Models for Language and Dialect Identification. ICASSP 2024: 11436-11440 - [c224]Dawei Zhu, Sony Trenous, Xiaoyu Shen, Dietrich Klakow, Bill Byrne, Eva Hasler:
A Preference-driven Paradigm for Enhanced Translation with Large Language Models. NAACL-HLT 2024: 3385-3403 - [c223]Petr Motlícek, Erinç Dikici, Srikanth R. Madikeri, Pradeep Rangappa, Miroslav Jánosík, Gerhard Backfried, Dorothea Thomas-Aniola, Maximilian Schürz, Johan Rohdin, Petr Schwarz, Marek Kovác, Kvetoslav Malý, Dominik Bobos, Mathias Leibiger, Costas Kalogiros, Andreas Alexopoulos, Daniel Kudenko, Zahra Ahmadi, Hoang H. Nguyen
, Aravind Krishnan, Dawei Zhu, Dietrich Klakow, Maria Jofre, Francesco Calderoni, Denis Marraud, Nikolaos Koutras, Nikos Nikolau, Christiana Aposkiti, Panagiotis Douris, Konstantinos Gkountas, Eleni-Konstantina Sergidou, Wauter Bosma, Joshua Hughes, Hellenic Police Team:
ROXSD: The ROXANNE Multimodal and Simulated Dataset for Advancing Criminal Investigations. Odyssey 2024: 17-24 - [c222]Miaoran Zhang, Mingyang Wang, Jesujoba Alabi, Dietrich Klakow:
AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness. SemEval@NAACL 2024: 800-810 - [i100]Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba O. Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach:
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis. CoRR abs/2402.12976 (2024) - [i99]Jesujoba O. Alabi, Marius Mosbach, Matan Eyal, Dietrich Klakow, Mor Geva:
The Hidden Space of Transformer Language Adapters. CoRR abs/2402.13137 (2024) - [i98]Paloma García-de-Herreros, Vagrant Gautam, Philipp Slusallek, Dietrich Klakow, Marius Mosbach:
What explains the success of cross-modal fine-tuning with ORCA? CoRR abs/2403.13537 (2024) - [i97]Atnafu Lambebo Tonja, Israel Abebe Azime, Tadesse Destaw Belay, Mesay Gemeda Yigezu, Moges Ahmed Mehamed, Abinew Ali Ayele, Ebrahim Chekol Jibril, Michael Melese Woldeyohannis, Olga Kolesnikova, Philipp Slusallek, Dietrich Klakow, Shengwu Xiong, Seid Muhie Yimam:
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation. CoRR abs/2403.13737 (2024) - [i96]Miaoran Zhang, Mingyang Wang, Jesujoba O. Alabi, Dietrich Klakow:
AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness. CoRR abs/2404.01490 (2024) - [i95]Vagrant Gautam, Eileen Bingert, Dawei Zhu, Anne Lauscher, Dietrich Klakow:
Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased? CoRR abs/2404.03134 (2024) - [i94]Dawei Zhu, Sony Trenous, Xiaoyu Shen, Dietrich Klakow, Bill Byrne, Eva Hasler:
A Preference-driven Paradigm for Enhanced Translation with Large Language Models. CoRR abs/2404.11288 (2024) - [i93]Dawei Zhu, Pinzhen Chen, Miaoran Zhang, Barry Haddow, Xiaoyu Shen, Dietrich Klakow:
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? CoRR abs/2404.14122 (2024) - [i92]Aravind Krishnan, Badr M. Abdullah, Dietrich Klakow:
On the Encoding of Gender in Transformer-based ASR Representations. CoRR abs/2406.09855 (2024) - [i91]Arjun Subramonian, Vagrant Gautam, Dietrich Klakow, Zeerak Talat:
Understanding "Democratization" in NLP and ML Research. CoRR abs/2406.11598 (2024) - [i90]Marius Mosbach, Vagrant Gautam, Tomás Vergara-Browne, Dietrich Klakow, Mor Geva:
From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP. CoRR abs/2406.12618 (2024) - [i89]Alexander Blatt, Aravind Krishnan, Dietrich Klakow:
Joint vs Sequential Speaker-Role Detection and Automatic Speech Recognition for Air-traffic Control. CoRR abs/2406.13842 (2024) - [i88]Tural Mammadov, Dietrich Klakow, Alexander Koller, Andreas Zeller:
Learning Program Behavioral Models from Synthesized Input-Output Pairs. CoRR abs/2407.08597 (2024) - [i87]Pin-Jie Lin, Miaoran Zhang, Marius Mosbach, Dietrich Klakow:
Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning. CoRR abs/2407.16245 (2024) - [i86]Florian Dietz, Sophie Fellenz, Dietrich Klakow, Marius Kloft:
Comgra: A Tool for Analyzing and Debugging Neural Networks. CoRR abs/2407.21656 (2024) - [i85]Florian Dietz, Dietrich Klakow:
Block-Operations: Using Modular Routing to Improve Compositional Generalization. CoRR abs/2408.00508 (2024) - [i84]Anupama Chingacham, Miaoran Zhang, Vera Demberg, Dietrich Klakow:
Human Speech Perception in Noise: Can Large Language Models Paraphrase to Improve It? CoRR abs/2408.04029 (2024) - [i83]Vagrant Gautam, Julius Steuer, Eileen Bingert, Ray Johns, Anne Lauscher, Dietrich Klakow:
WinoPron: Revisiting English Winogender Schemas for Consistency, Coverage, and Grammatical Case. CoRR abs/2409.05653 (2024) - [i82]Jesujoba O. Alabi, Xuechen Liu, Dietrich Klakow, Junichi Yamagishi:
AfriHuBERT: A self-supervised speech representation model for African languages. CoRR abs/2409.20201 (2024) - 2023
- [c221]Cheikh M. Bamba Dione, David Ifeoluwa Adelani, Peter Nabende, Jesujoba O. Alabi, Thapelo Sindane, Happy Buzaaba, Shamsuddeen Hassan Muhammad, Chris Chinenye Emezue, Perez Ogayo, Aremu Anuoluwapo, Catherine Gitau, Derguene Mbaye, Jonathan Mukiibi, Blessing K. Sibanda, Bonaventure F. P. Dossou, Andiswa Bukula, Rooweither Mabuya, Allahsera Auguste Tapo, Edwin Munkoh-Buabeng, Victoire Memdjokam Koagne, Fatoumata Ouoba Kabore, Amelia V. Taylor, Godson Kalipe, Tebogo Macucwa, Vukosi Marivate, Tajuddeen Gwadabe, Elvis Mboning Tchiaze, Ikechukwu E. Onyenwe, Gratien Atindogbe, Tolulope Anu Adelani, Idris Akinade, Samuel Olanrewaju, Marien Nahimana, Théogène Musabeyezu, Emile Niyomutabazi, Ester Chimhenga, Kudzai Gotosa, Patrick Mizha, Apelete Agbolo, Seydou Traore, Chinedu Uchechukwu, Aliyu Yusuf, Muhammad Abdullahi, Dietrich Klakow:
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages. ACL (1) 2023: 10883-10900 - [c220]Marius Mosbach, Tiago Pimentel, Shauli Ravfogel, Dietrich Klakow, Yanai Elazar:
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation. ACL (Findings) 2023: 12284-12314 - [c219]Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow:
Weaker Than You Think: A Critical Look at Weakly Supervised Learning. ACL (1) 2023: 14229-14253 - [c218]Idris Akinade, Jesujoba Oluwadara Alabi, David Ifeoluwa Adelani, Clement Odoje, Dietrich Klakow:
ε kú : Integrating YorùBá Cultural greetings into Machine Translation. AfricaNLP 2023 - [c217]Lakshmi Rajendram Bashyam, Alexander Blatt, Dietrich Klakow:
Enabling Noisy Label Usage for Out-of-Airspace Data in Read-Back Error Detection. ASRU 2023: 1-8 - [c216]Alexander Blatt, Badr M. Abdullah, Dietrich Klakow:
Ending the Blind Flight: Analyzing the Impact of Acoustic and Lexical Factors on WAV2VEC 2.0 in Air-Traffic Control. ASRU 2023: 1-8 - [c215]Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow:
Meta Self-Refinement for Robust Learning with Weak Supervision. EACL 2023: 1043-1058 - [c214]Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow:
Multilingual Normalization of Temporal Expressions with Masked Language Models. EACL 2023: 1166-1178 - [c213]Vagrant Gautam, Miaoran Zhang, Dietrich Klakow:
A Lightweight Method to Generate Unanswerable Questions in English. EMNLP (Findings) 2023: 7349-7360 - [c212]Aravind Krishnan, Jesujoba O. Alabi, Dietrich Klakow:
On the N-gram Approximation of Pre-trained Language Models. INTERSPEECH 2023: 371-375 - [c211]Badr M. Abdullah, Mohammed Maqsood Shaik, Bernd Möbius, Dietrich Klakow:
An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech. INTERSPEECH 2023: 2883-2887 - [c210]Boris Wiegand, Dietrich Klakow, Jilles Vreeken:
Why Are We Waiting? Discovering Interpretable Models for Predicting Sojourn and Waiting Times. SDM 2023: 352-360 - [i81]Badr M. Abdullah, Dietrich Klakow:
Analyzing the Representational Geometry of Acoustic Word Embeddings. CoRR abs/2301.03012 (2023) - [i80]Idris Akinade, Jesujoba O. Alabi, David Ifeoluwa Adelani, Clement Odoje, Dietrich Klakow:
E KÚ [MASK]: Integrating Yorùbá cultural greetings into machine translation. CoRR abs/2303.17972 (2023) - [i79]Cheikh M. Bamba Dione, David Ifeoluwa Adelani, Peter Nabende, Jesujoba O. Alabi, Thapelo Sindane, Happy Buzaaba, Shamsuddeen Hassan Muhammad, Chris Chinenye Emezue, Perez Ogayo, Aremu Anuoluwapo, Catherine Gitau, Derguene Mbaye, Jonathan Mukiibi, Blessing K. Sibanda, Bonaventure F. P. Dossou, Andiswa Bukula, Rooweither Mabuya, Allahsera Auguste Tapo, Edwin Munkoh-Buabeng, Victoire Memdjokam Koagne, Fatoumata Ouoba Kabore, Amelia V. Taylor, Godson Kalipe, Tebogo Macucwa, Vukosi Marivate, Tajuddeen Gwadabe, Elvis Mboning Tchiaze, Ikechukwu E. Onyenwe, Gratien Atindogbe, Tolulope Anu Adelani, Idris Akinade, Samuel Olanrewaju, Marien Nahimana, Théogène Musabeyezu, Emile Niyomutabazi, Ester Chimhenga, Kudzai Gotosa, Patrick Mizha, Apelete Agbolo, Seydou Traore, Chinedu Uchechukwu, Aliyu Yusuf, Muhammad Abdullahi, Dietrich Klakow:
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African Languages. CoRR abs/2305.13989 (2023) - [i78]Marius Mosbach, Tiago Pimentel, Shauli Ravfogel, Dietrich Klakow, Yanai Elazar:
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation. CoRR abs/2305.16938 (2023) - [i77]Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow:
Weaker Than You Think: A Critical Look atWeakly Supervised Learning. CoRR abs/2305.17442 (2023) - [i76]Badr M. Abdullah, Mohammed Maqsood Shaik, Bernd Möbius, Dietrich Klakow:
An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech. CoRR abs/2306.02405 (2023) - [i75]Aravind Krishnan, Jesujoba O. Alabi, Dietrich Klakow:
On the N-gram Approximation of Pre-trained Language Models. CoRR abs/2306.06892 (2023) - [i74]Julius Steuer, Badr Abdullah, Johann-Mattis List, Dietrich Klakow:
Information-Theoretic Characterization of Vowel Harmony: A Cross-Linguistic Study on Word Lists. CoRR abs/2308.04885 (2023) - [i73]Vagrant Gautam, Miaoran Zhang, Dietrich Klakow:
A Lightweight Method to Generate Unanswerable Questions in English. CoRR abs/2310.19403 (2023) - [i72]Julius Steuer, Marius Mosbach, Dietrich Klakow:
Large GPT-like Models are Bad Babies: A Closer Look at the Relationship between Linguistic Competence and Psycholinguistic Measures. CoRR abs/2311.04547 (2023) - [i71]Michael A. Hedderich, Jonas Fischer, Dietrich Klakow, Jilles Vreeken:
Understanding and Mitigating Classification Errors Through Interpretable Token Patterns. CoRR abs/2311.10920 (2023) - [i70]Mohammed Maqsood Shaik, Dietrich Klakow, Badr M. Abdullah:
Self-supervised Adaptive Pre-training of Multilingual Speech Models for Language and Dialect Identification. CoRR abs/2312.07338 (2023) - 2022
- [j14]Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow:
CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain. Bioinform. 38(12): 3267-3274 (2022) - [j13]Tejaswani Verma, Christoph Lingenfelder, Dietrich Klakow:
Explaining Black-box Predictions by Generating Local Meaningful Perturbations. Int. J. Semantic Comput. 16(1): 47-68 (2022) - [c209]Boris Wiegand, Dietrich Klakow, Jilles Vreeken:
Discovering Interpretable Data-to-Sequence Generators. AAAI 2022: 4237-4244 - [c208]Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow:
Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification. Insights@ACL 2022: 62-67 - [c207]Badr Abdullah, Dietrich Klakow:
Analyzing the Representational Geometry of Acoustic Word Embeddings. BlackboxNLP@EMNLP 2022: 178-191 - [c206]Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow:
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning. COLING 2022: 4336-4349 - [c205]David Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, Shruti Rijhwani, Michael Beukman, Chester Palen-Michel, Constantine Lignos, Jesujoba O. Alabi, Shamsuddeen Hassan Muhammad, Peter Nabende, Cheikh M. Bamba Dione, Andiswa Bukula, Rooweither Mabuya, Bonaventure F. P. Dossou, Blessing K. Sibanda, Happy Buzaaba, Jonathan Mukiibi, Godson Kalipe, Derguene Mbaye, Amelia V. Taylor, Fatoumata Ouoba Kabore, Chris Chinenye Emezue, Aremu Anuoluwapo, Perez Ogayo, Catherine Gitau, Edwin Munkoh-Buabeng, Victoire Memdjokam Koagne, Allahsera Auguste Tapo, Tebogo Macucwa, Vukosi Marivate, Elvis Mboning, Tajuddeen Gwadabe, Tosin P. Adewumi, Orevaoghene Ahia, Joyce Nakatumba-Nabende, Neo L. Mokono, Ignatius Ezeani, Chiamaka Chukwuneke, Mofetoluwa Adeyemi, Gilles Hacheme, Idris Abdulmumin, Odunayo Ogundepo, Oreen Yousuf, Tatiana Moteu Ngoli, Dietrich Klakow:
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition. EMNLP 2022: 4488-4508 - [c204]Alexander Blatt, Martin Kocour, Karel Veselý, Igor Szöke, Dietrich Klakow:
Call-Sign Recognition and Understanding for Noisy Air-Traffic Transcripts Using Surveillance Information. ICASSP 2022: 8357-8361 - [c203]Michael A. Hedderich, Jonas Fischer, Dietrich Klakow, Jilles Vreeken:
Label-Descriptive Patterns and Their Application to Characterizing Classification Errors. ICML 2022: 8691-8707 - [c202]Badr M. Abdullah, Bernd Möbius, Dietrich Klakow:
Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings. INTERSPEECH 2022: 1876-1880 - [c201]Dana Ruiter, Liane Reiners, Ashwin Geet D'Sa, Thomas Kleinbauer, Dominique Fohr, Irina Illina, Dietrich Klakow, Christian Schemer, Angeliki Monnier:
Placing M-Phasis on the Plurality of Hate: A Feature-Based Corpus of Hate Online. LREC 2022: 791-804 - [c200]M. A. Tugtekin Turan, Dietrich Klakow, Emmanuel Vincent, Denis Jouvet:
Adapting Language Models When Training on Privacy-Transformed Data. LREC 2022: 4367-4373 - [c199]Irina Stenger, Philip Georgis, Tania Avgustinova, Bernd Möbius, Dietrich Klakow:
Modeling the Impact of Syntactic Distance and Surprisal on Cross-Slavic Text Comprehension. LREC 2022: 7368-7376 - [c198]David Ifeoluwa Adelani, Jesujoba O. Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Emezue, Colin Leong, Michael Beukman, Shamsuddeen Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles Hacheme, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ajibade, Tunde Ajayi, Yvonne Wambui Gitau, Jade Z. Abbott, Mohamed Ahmed, Millicent Ochieng, Aremu Anuoluwapo, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Kalipe, Derguene Mbaye, Allahsera Auguste Tapo, Victoire Memdjokam Koagne, Edwin Munkoh-Buabeng, Valencia Wagner, Idris Abdulmumin, Ayodele Awokoya, Happy Buzaaba, Blessing K. Sibanda, Andiswa Bukula, Sam Manthalu:
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation. NAACL-HLT 2022: 3053-3070 - [c197]Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow:
MCSE: Multimodal Contrastive Learning of Sentence Embeddings. NAACL-HLT 2022: 5959-5969 - [c196]Anupama Chingacham, Vera Demberg, Dietrich Klakow:
A Data-Driven Investigation of Noise-Adaptive Utterance Generation with Linguistic Modification. SLT 2022: 353-360 - [c195]Tejaswani Verma, Christoph Lingenfelder, Dietrich Klakow:
Generating Natural Language Explanations for Black-Box Predictions. TransAI 2022: 40-46 - [c194]Ali Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, Dietrich Klakow:
TOKEN Is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models. TSD 2022: 138-150 - [i69]Vilém Zouhar, Marius Mosbach, Debanjali Biswas, Dietrich Klakow:
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access. CoRR abs/2201.09651 (2022) - [i68]Vilém Zouhar, Marius Mosbach, Miaoran Zhang, Dietrich Klakow:
Knowledge Base Index Compression via Dimensionality and Precision Reduction. CoRR abs/2204.02906 (2022) - [i67]Alexander Blatt, Martin Kocour, Karel Veselý, Igor Szöke, Dietrich Klakow:
Call-sign recognition and understanding for noisy air-traffic transcripts using surveillance information. CoRR abs/2204.06309 (2022) - [i66]Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow:
Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages. CoRR abs/2204.06487 (2022) - [i65]Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow:
Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification. CoRR abs/2204.09371 (2022) - [i64]Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow:
MCSE: Multimodal Contrastive Learning of Sentence Embeddings. CoRR abs/2204.10931 (2022) - [i63]Dana Ruiter, Liane Reiners, Ashwin Geet D'Sa, Thomas Kleinbauer, Dominique Fohr, Irina Illina, Dietrich Klakow, Christian Schemer, Angeliki Monnier:
Placing M-Phasis on the Plurality of Hate: A Feature-Based Corpus of Hate Online. CoRR abs/2204.13400 (2022) - [i62]David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Chinenye Emezue, Colin Leong, Michael Beukman, Shamsuddeen Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles Hacheme, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ayoade Ajibade, Tunde Oluwaseyi Ajayi, Yvonne Wambui Gitau, Jade Z. Abbott, Mohamed Ahmed, Millicent Ochieng, Aremu Anuoluwapo, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Koffi Kalipe, Derguene Mbaye, Allahsera Auguste Tapo, Victoire Memdjokam Koagne, Edwin Munkoh-Buabeng, Valencia Wagner, Idris Abdulmumin, Ayodele Awokoya, Happy Buzaaba, Blessing K. Sibanda, Andiswa Bukula, Sam Manthalu:
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation. CoRR abs/2205.02022 (2022) - [i61]Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow:
Meta Self-Refinement for Robust Learning with Weak Supervision. CoRR abs/2205.07290 (2022) - [i60]Dana Ruiter, Thomas Kleinbauer, Cristina España-Bonet, Josef van Genabith, Dietrich Klakow:
Exploiting Social Media Content for Self-Supervised Style Transfer. CoRR abs/2205.08814 (2022) - [i59]Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow:
Multilingual Normalization of Temporal Expressions with Masked Language Models. CoRR abs/2205.10399 (2022) - [i58]Awantee Deshpande, Dana Ruiter, Marius Mosbach, Dietrich Klakow:
StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes. CoRR abs/2205.14036 (2022) - [i57]Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow:
Task-Adaptive Pre-Training for Boosting Learning With Noisy Labels: A Study on Text Classification for African Languages. CoRR abs/2206.01476 (2022) - [i56]Ali Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, Dietrich Klakow:
TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models. CoRR abs/2206.07841 (2022) - [i55]Vilém Zouhar, Marius Mosbach, Dietrich Klakow:
Fusing Sentence Embeddings Into LSTM-based Autoregressive Language Models. CoRR abs/2208.02402 (2022) - [i54]Badr M. Abdullah, Bernd Möbius, Dietrich Klakow:
Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings. CoRR abs/2209.06633 (2022) - [i53]Anupama Chingacham, Vera Demberg, Dietrich Klakow:
A Data-Driven Investigation of Noise-Adaptive Utterance Generation with Linguistic Modification. CoRR abs/2210.10252 (2022) - [i52]David Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, Shruti Rijhwani, Michael Beukman, Chester Palen-Michel, Constantine Lignos, Jesujoba O. Alabi, Shamsuddeen Hassan Muhammad, Peter Nabende, Cheikh M. Bamba Dione, Andiswa Bukula, Rooweither Mabuya, Bonaventure F. P. Dossou, Blessing K. Sibanda, Happy Buzaaba, Jonathan Mukiibi, Godson Kalipe, Derguene Mbaye, Amelia V. Taylor, Fatoumata Ouoba Kabore, Chris Chinenye Emezue, Aremu Anuoluwapo, Perez Ogayo, Catherine Gitau, Edwin Munkoh-Buabeng, Victoire Memdjokam Koagne, Allahsera Auguste Tapo, Tebogo Macucwa, Vukosi Marivate, Elvis Mboning, Tajuddeen Gwadabe, Tosin P. Adewumi, Orevaoghene Ahia, Joyce Nakatumba-Nabende, Neo L. Mokono, Ignatius Ezeani, Chiamaka Chukwuneke, Mofetoluwa Adeyemi, Gilles Hacheme, Idris Abdulmumin, Odunayo Ogundepo, Oreen Yousuf, Tatiana Moteu Ngoli, Dietrich Klakow:
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition. CoRR abs/2210.12391 (2022) - [i51]Simone Fischer-Hübner, Dietrich Klakow, Peggy Valcke, Emmanuel Vincent:
Privacy in Speech and Language Technology (Dagstuhl Seminar 22342). Dagstuhl Reports 12(8): 60-102 (2022) - 2021
- [j12]Aditya Mogadala, Marimuthu Kalimuthu, Dietrich Klakow:
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods. J. Artif. Intell. Res. 71: 1183-1317 (2021) - [j11]Dawei Zhu, Aditya Mogadala, Dietrich Klakow:
Image manipulation with natural language using Two-sided Attentive Conditional Generative Adversarial Network. Neural Networks 136: 207-217 (2021) - [c193]Jacek Kudera, Lauri Tavi, Bernd Möbius, Tania Avgustinova, Dietrich Klakow:
The Effect of Surprisal on Articulatory Gestures in Polish Consonant-to-Vowel Transitions: A Pilot EMA Study. ITG Conference on Speech Communication 2021: 1-5 - [c192]Michael A. Hedderich, Dawei Zhu, Dietrich Klakow:
Analysing the Noise Model Error for Realistic Noisy Label Data. AAAI 2021: 7675-7684 - [c191]Badr Abdullah, Iuliia Zaitova, Tania Avgustinova, Bernd Möbius, Dietrich Klakow:
How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings. BlackboxNLP@EMNLP 2021: 407-419 - [c190]Adwait Sharma, Michael A. Hedderich, Divyanshu Bhardwaj, Bruno Fruchard, Jess McIntosh, Aditya Shekhar Nittala, Dietrich Klakow, Daniel Ashbrook, Jürgen Steimle:
SoloFinger: Robust Microgestures while Grasping Everyday Objects. CHI 2021: 744:1-744:15 - [c189]Nicole Macher, Badr M. Abdullah, Harm Brouwer, Dietrich Klakow:
Do we read what we hear? Modeling orthographic influences on spoken word recognition. EACL (Student Research Workshop) 2021: 16-22 - [c188]Alexandra Mayn, Badr M. Abdullah, Dietrich Klakow:
Familiar words but strange voices: Modelling the influence of speech variability on word recognition. EACL (Student Research Workshop) 2021: 96-102 - [c187]Susann Boy, Dana Ruiter, Dietrich Klakow:
Emoji-Based Transfer Learning for Sentiment Tasks. EACL (Student Research Workshop) 2021: 103-110 - [c186]Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow:
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations. EMNLP (1) 2021: 8382-8395 - [c185]David Ifeoluwa Adelani, Miaoran Zhang, Xiaoyu Shen, Ali Davody, Thomas Kleinbauer, Dietrich Klakow:
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation. EMNLP (1) 2021: 8687-8695 - [c184]Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow:
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning. EMNLP (1) 2021: 8744-8753 - [c183]Fech Scen Khoo, Dawei Zhu, Michael A. Hedderich, Dietrich Klakow:
Estimating Formulas for Model Performance Under Noisy Labels Using Symbolic Regression. ESANN 2021 - [c182]Marius Mosbach, Maksym Andriushchenko, Dietrich Klakow:
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines. ICLR 2021 - [c181]Anupama Chingacham, Vera Demberg, Dietrich Klakow:
Exploring the Potential of Lexical Paraphrases for Mitigating Noise-Induced Comprehension Errors. Interspeech 2021: 1713-1717 - [c180]Martin Kocour, Karel Veselý, Alexander Blatt, Juan Zuluaga-Gomez, Igor Szöke, Jan Cernocký, Dietrich Klakow, Petr Motlícek:
Boosting of Contextual Information in ASR for Air-Traffic Call-Sign Recognition. Interspeech 2021: 3301-3305 - [c179]Jacek Kudera, Philip Georgis, Bernd Möbius, Tania Avgustinova, Dietrich Klakow:
Phonetic Distance and Surprisal in Multilingual Priming: Evidence from Slavic. Interspeech 2021: 3944-3948 - [c178]Badr M. Abdullah, Marius Mosbach, Iuliia Zaitova, Bernd Möbius, Dietrich Klakow:
Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study. Interspeech 2021: 4194-4198 - [c177]Dana Ruiter, Dietrich Klakow, Josef van Genabith, Cristina España-Bonet:
Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages. MTSummit (1) 2021: 76-91 - [c176]Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow:
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios. NAACL-HLT 2021: 2545-2568 - [c175]Marius Mosbach, Irina Stenger, Tania Avgustinova, Bernd Möbius, Dietrich Klakow:
incom.py 2.0 - Calculating Linguistic Distances and Asymmetries in Auditory Perception of Closely Related Languages. RANLP 2021: 968-977 - [c174]Ekaterina Saveleva, Volha Petukhova, Marius Mosbach, Dietrich Klakow:
Graph-based Argument Quality Assessment. RANLP 2021: 1268-1280 - [c173]Boris Wiegand, Dietrich Klakow, Jilles Vreeken:
Mining Easily Understandable Models from Complex Event Logs. SDM 2021: 244-252 - [c172]Tejaswani Verma, Christoph Lingenfelder, Dietrich Klakow:
Explaining Black-box Predictions by Generating Local Meaningful Perturbations. TransAI 2021: 122-128 - [c171]Ashwin Geet D'Sa, Irina Illina, Dominique Fohr, Dietrich Klakow, Dana Ruiter:
Exploring Conditional Language Model Based Data Augmentation Approaches for Hate Speech Classification. TDS 2021: 135-146 - [i50]Michael A. Hedderich, Dawei Zhu, Dietrich Klakow:
Analysing the Noise Model Error for Realistic Noisy Label Data. CoRR abs/2101.09763 (2021) - [i49]Susann Boy, Dana Ruiter, Dietrich Klakow:
Emoji-Based Transfer Learning for Sentiment Tasks. CoRR abs/2102.06423 (2021) - [i48]Michael A. Hedderich, Lukas Lange, Dietrich Klakow:
ANEA: Distant Supervision for Low-Resource Named Entity Recognition. CoRR abs/2102.13129 (2021) - [i47]Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow:
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning. CoRR abs/2104.08078 (2021) - [i46]Vanessa Hahn, Dana Ruiter, Thomas Kleinbauer, Dietrich Klakow:
Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces. CoRR abs/2106.07505 (2021) - [i45]Badr M. Abdullah, Marius Mosbach, Iuliia Zaitova, Bernd Möbius, Dietrich Klakow:
Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study. CoRR abs/2106.08686 (2021) - [i44]Michael A. Hedderich, Benjamin Roth, Katharina Kann, Barbara Plank, Alex Ratner, Dietrich Klakow:
Proceedings of the First Workshop on Weakly Supervised Learning (WeaSuL). CoRR abs/2107.03690 (2021) - [i43]Anupama Chingacham, Vera Demberg, Dietrich Klakow:
Exploring the Potential of Lexical Paraphrases for Mitigating Noise-Induced Comprehension Errors. CoRR abs/2107.08337 (2021) - [i42]Dana Ruiter, Dietrich Klakow, Josef van Genabith, Cristina España-Bonet:
Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages. CoRR abs/2107.08772 (2021) - [i41]David Ifeoluwa Adelani, Miaoran Zhang, Xiaoyu Shen, Ali Davody, Thomas Kleinbauer, Dietrich Klakow:
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation. CoRR abs/2109.09133 (2021) - [i40]Badr M. Abdullah, Iuliia Zaitova, Tania Avgustinova, Bernd Möbius, Dietrich Klakow:
How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings. CoRR abs/2109.10179 (2021) - [i39]Michael A. Hedderich, Jonas Fischer, Dietrich Klakow, Jilles Vreeken:
Label-Descriptive Patterns and their Application to Characterizing Classification Errors. CoRR abs/2110.09599 (2021) - [i38]Florian Dietz, Dietrich Klakow:
Enhancing Reinforcement Learning with discrete interfaces to learn the Dyck Language. CoRR abs/2110.14350 (2021) - [i37]Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow:
CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain. CoRR abs/2112.08754 (2021) - 2020
- [c170]Xiaoyu Shen, Ernie Chang, Hui Su, Cheng Niu, Dietrich Klakow:
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. ACL 2020: 7155-7165 - [c169]Ashwin Geet D'Sa, Irina Illina, Dominique Fohr, Dietrich Klakow, Dana Ruiter:
Label Propagation-Based Semi-Supervised Learning for Hate Speech Classification. Insights 2020: 54-59 - [c168]Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow:
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers. BlackboxNLP@EMNLP 2020: 68-82 - [c167]Tejaswani Verma, Christoph Lingenfelder, Dietrich Klakow:
Defining Explanation in an AI Context. BlackboxNLP@EMNLP 2020: 314-322 - [c166]Marius Mosbach, Stefania Degaetano-Ortlieb, Marie-Pauline Krielke, Badr M. Abdullah, Dietrich Klakow:
A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English. COLING 2020: 771-787 - [c165]Moritz Wolf, Dana Ruiter, Ashwin Geet D'Sa, Liane Reiners, Jan Alexandersson, Dietrich Klakow:
HUMAN: Hierarchical Universal Modular ANnotator. EMNLP (Demos) 2020: 55-61 - [c164]Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow:
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers. EMNLP (Findings) 2020: 2502-2516 - [c163]Michael A. Hedderich, David Ifeoluwa Adelani, Dawei Zhu, Jesujoba O. Alabi, Udia Markus, Dietrich Klakow:
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages. EMNLP (1) 2020: 2580-2591 - [c162]Kathrin Grosse, Thomas Alexander Trost, Marius Mosbach, Michael Backes, Dietrich Klakow:
On the Security Relevance of Initial Weights in Deep Neural Networks. ICANN (1) 2020: 3-14 - [c161]Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow:
Fusion Models for Improved Image Captioning. ICPR Workshops (6) 2020: 381-395 - [c160]Badr M. Abdullah, Tania Avgustinova, Bernd Möbius, Dietrich Klakow:
Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic Languages. INTERSPEECH 2020: 477-481 - [c159]David Ifeoluwa Adelani, Ali Davody, Thomas Kleinbauer, Dietrich Klakow:
Privacy Guarantees for De-Identifying Text Transformations. INTERSPEECH 2020: 4666-4670 - [c158]Volha Petukhova, Firuza Sharifullaeva, Dietrich Klakow:
Authoring Negotiation Content and Programming Simulated Patients. IWSDS 2020: 163-182 - [c157]Marc Schulder, Johannah O'Mahony, Yury Bakanouski, Dietrich Klakow:
ATC-ANNO: Semantic Annotation for Air Traffic Control with Assistive Auto-Annotation. LREC 2020: 6375-6380 - [c156]Kathryn Annette Chapman, Johannes Bernhard, Dietrich Klakow:
CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling. SemEval@COLING 2020: 1916-1924 - [c155]Mossad Helali, Thomas Kleinbauer, Dietrich Klakow:
Assessing Unintended Memorization in Neural Discriminative Sequence Models. TDS 2020: 265-272 - [c154]Aleena Thomas, David Ifeoluwa Adelani, Ali Davody, Aditya Mogadala, Dietrich Klakow:
Investigating the Impact of Pre-trained Word Embeddings on Memorization in Neural Networks. TDS 2020: 273-281 - [c153]Badr M. Abdullah, Jacek Kudera, Tania Avgustinova, Bernd Möbius, Dietrich Klakow:
Rediscovering the Slavic Continuum in Representations Emerging from Neural Models of Spoken Language Identification. VarDial@COLING 2020: 128-139 - [c152]David Ifeoluwa Adelani, Michael A. Hedderich, Dawei Zhu, Esther van den Berg, Dietrich Klakow:
Distant Supervision and Noisy Label Learning for Low Resource Named Entity Recognition: A Study on Hausa and Yorùbá. AfricaNLP 2020 - [i36]Xiaoyu Shen, Ernie Chang, Hui Su, Jie Zhou, Dietrich Klakow:
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. CoRR abs/2005.01096 (2020) - [i35]Marius Mosbach, Maksym Andriushchenko, Dietrich Klakow:
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines. CoRR abs/2006.04884 (2020) - [i34]Gabriele Bettgenhäuser, Michael A. Hedderich, Dietrich Klakow:
Learning Functions to Study the Benefit of Multitask Learning. CoRR abs/2006.05561 (2020) - [i33]Ali Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, Dietrich Klakow:
Robust Differentially Private Training of Deep Neural Networks. CoRR abs/2006.10919 (2020) - [i32]Aditya Mogadala, Marius Mosbach, Dietrich Klakow:
Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation. CoRR abs/2007.06077 (2020) - [i31]Aditya Mogadala, Xiaoyu Shen, Dietrich Klakow:
Integrating Image Captioning with Rule-based Entity Masking. CoRR abs/2007.11690 (2020) - [i30]Badr M. Abdullah, Tania Avgustinova, Bernd Möbius, Dietrich Klakow:
Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic Languages. CoRR abs/2008.00545 (2020) - [i29]David Ifeoluwa Adelani, Ali Davody, Thomas Kleinbauer, Dietrich Klakow:
Privacy Guarantees for De-identifying Text Transformations. CoRR abs/2008.03101 (2020) - [i28]Moritz Wolf, Dana Ruiter, Ashwin Geet D'Sa, Liane Reiners, Jan Alexandersson, Dietrich Klakow:
HUMAN: Hierarchical Universal Modular ANnotator. CoRR abs/2010.01080 (2020) - [i27]Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow:
On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers. CoRR abs/2010.02616 (2020) - [i26]Michael A. Hedderich, David Ifeoluwa Adelani, Dawei Zhu, Jesujoba O. Alabi, Udia Markus, Dietrich Klakow:
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages. CoRR abs/2010.03179 (2020) - [i25]Badr M. Abdullah, Jacek Kudera, Tania Avgustinova, Bernd Möbius, Dietrich Klakow:
Rediscovering the Slavic Continuum in Representations Emerging from Neural Models of Spoken Language Identification. CoRR abs/2010.11973 (2020) - [i24]Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow:
Adversarial Learning of Feature-based Meta-Embeddings. CoRR abs/2010.12305 (2020) - [i23]Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow:
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios. CoRR abs/2010.12309 (2020) - [i22]Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow:
Fusion Models for Improved Visual Captioning. CoRR abs/2010.15251 (2020) - [i21]Marius Mosbach, Stefania Degaetano-Ortlieb, Marie-Pauline Krielke, Badr M. Abdullah, Dietrich Klakow:
A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English. CoRR abs/2011.00960 (2020)
2010 – 2019
- 2019
- [j10]Alexander Bentkamp, Jasmin Christian Blanchette, Dietrich Klakow:
A Formal Proof of the Expressiveness of Deep Learning. J. Autom. Reason. 63(2): 347-368 (2019) - [c151]Carsten Klaus, Peter Fankhauser, Dietrich Klakow:
OCR Nachkorrektur des Royal Society Corpus. DHd 2019 - [c150]Xiaoyu Shen, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine:
Select and Attend: Towards Controllable Content Selection in Text Generation. EMNLP/IJCNLP (1) 2019: 579-590 - [c149]Lukas Lange, Michael A. Hedderich, Dietrich Klakow:
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels. EMNLP/IJCNLP (1) 2019: 3552-3557 - [c148]Xiaoyu Shen, Yang Zhao, Hui Su, Dietrich Klakow:
Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator. EMNLP/IJCNLP (1) 2019: 3760-3771 - [c147]Dana Ruiter, Md. Ataur Rahman, Dietrich Klakow:
LSV-UdS at HASOC 2019: The Problem of Defining Hate. FIRE (Working Notes) 2019: 263-270 - [c146]Matthias Kleinert, Hartmut Helmke, Gerald Siol, Heiko Ehr, Dietrich Klakow, Mittul Singh, Petr Motlícek, Christian Kern, Aneta Cerna, Petr Hlousek:
Adaptation of Assistant Based Speech Recognition to New Domains and Its Acceptance by Air Traffic Controllers. IHSI 2019: 820-826 - [c145]Michael A. Hedderich, Andrew Yates, Dietrich Klakow, Gerard de Melo:
Using Multi-Sense Vector Embeddings for Reverse Dictionaries. IWCS (1) 2019: 247-258 - [c144]Debjit Paul, Mittul Singh, Michael A. Hedderich, Dietrich Klakow:
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling. NAACL-HLT (Student Research Workshop) 2019: 29-34 - [c143]Andrew Johnson, Penny Karanasou, Judith Gaspers, Dietrich Klakow:
Cross-lingual Transfer Learning for Japanese Named Entity Recognition. NAACL-HLT (2) 2019: 182-189 - [c142]Yuri Bizzoni, Marius Mosbach, Dietrich Klakow, Stefania Degaetano-Ortlieb:
Some steps towards the generation of diachronic WordNets. NODALIDA 2019: 55-64 - [c141]Volha Petukhova, Firuza Sharifullaeva, Dietrich Klakow:
Modelling Shared Decision Making in Medical Negotiations: Interactive Training with Cognitive Agents. PRIMA 2019: 251-270 - [c140]Marius Mosbach, Irina Stenger, Tania Avgustinova, Dietrich Klakow:
incom.py - A Toolbox for Calculating Linguistic Distances and Asymmetries between Related Languages. RANLP 2019: 810-818 - [c139]Martin Wolf, Volha Petukhova, Dietrich Klakow:
Term-Based Extraction of Medical Information: Pre-Operative Patient Education Use Case. RANLP 2019: 1346-1355 - [c138]Rajarshi Biswas, Aditya Mogadala, Michael Barz, Daniel Sonntag, Dietrich Klakow:
Automatic Judgement of Neural Network-Generated Image Captions. SLSP 2019: 261-272 - [e1]Aditya Mogadala, Dietrich Klakow, Sandro Pezzelle, Marie-Francine Moens:
Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge, LANTERN@EMNLP-IJCNLP 2019, Hong Kong, China, November 3, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-75-8 [contents] - [i20]Kathrin Grosse, Thomas Alexander Trost, Marius Mosbach, Michael Backes, Dietrich Klakow:
Adversarial Initialization - when your network performs the way I want. CoRR abs/1902.03020 (2019) - [i19]Debjit Paul, Mittul Singh, Michael A. Hedderich, Dietrich Klakow:
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling. CoRR abs/1903.12008 (2019) - [i18]Michael A. Hedderich, Andrew Yates, Dietrich Klakow, Gerard de Melo:
Using Multi-Sense Vector Embeddings for Reverse Dictionaries. CoRR abs/1904.01451 (2019) - [i17]Aditya Mogadala, Marimuthu Kalimuthu, Dietrich Klakow:
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods. CoRR abs/1907.09358 (2019) - [i16]Xiaoyu Shen, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine:
Select and Attend: Towards Controllable Content Selection in Text Generation. CoRR abs/1909.04453 (2019) - [i15]Lukas Lange, Michael A. Hedderich, Dietrich Klakow:
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels. CoRR abs/1910.06061 (2019) - [i14]Dawei Zhu, Aditya Mogadala, Dietrich Klakow:
Image Manipulation with Natural Language using Two-sidedAttentive Conditional Generative Adversarial Network. CoRR abs/1912.07478 (2019) - 2018
- [c137]Michael A. Hedderich, Dietrich Klakow:
Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data. DeepLo@ACL 2018: 12-18 - [c136]Kata Naszádi, Youssef Oualil, Dietrich Klakow:
Image-Sensitive Language Modeling for Automatic Speech Recognition. ECCV Workshops (4) 2018: 173-179 - [c135]Mittul Singh, Arunav Mishra, Youssef Oualil, Klaus Berberich, Dietrich Klakow:
Long-Span Language Models for Query-Focused Unsupervised Extractive Text Summarization. ECIR 2018: 657-664 - [c134]Natalia Skachkova, Thomas Alexander Trost, Dietrich Klakow:
Closing Brackets with Recurrent Neural Networks. BlackboxNLP@EMNLP 2018: 232-239 - [c133]Xiaoyu Shen, Hui Su, Wenjie Li, Dietrich Klakow:
Nexus Network: Connecting the Preceding and the Following in Dialogue Generation. EMNLP 2018: 4316-4327 - [c132]David M. Howcroft, Dietrich Klakow, Vera Demberg:
Toward Bayesian Synchronous Tree Substitution Grammars for Sentence Planning. INLG 2018: 391-396 - [c131]Nima Nabizadeh, Mittul Singh, Dietrich Klakow:
Outperforming Neural Readers Using Broad-Context Discriminative Language Modeling on the LAMBADA Word Prediction Task. KONVENS 2018: 172-177 - [c130]Volha Petukhova, Andrei Malchanau, Youssef Oualil, Dietrich Klakow, Saturnino Luz, Fasih Haider, Nick Campbell, Dimitris Koryzis, Dimitris Spiliotopoulos, Pierre Albert, Nicklas Linz, Jan Alexandersson:
The Metalogue Debate Trainee Corpus: Data Collection and Annotations. LREC 2018 - [c129]Fangzhou Zhai, Yue Fan, Tejaswani Verma, Rupali Sinha, Dietrich Klakow:
A Dataset and a Novel Neural Approach for Optical Gregg Shorthand Recognition. TSD 2018: 222-230 - [i13]Michael A. Hedderich, Dietrich Klakow:
Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data. CoRR abs/1807.00745 (2018) - [i12]Hui Su, Xiaoyu Shen, Wenjie Li, Dietrich Klakow:
NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation. CoRR abs/1810.00671 (2018) - [i11]Marius Mosbach, Maksym Andriushchenko, Thomas Alexander Trost, Matthias Hein, Dietrich Klakow:
Logit Pairing Methods Can Fool Gradient-Based Attacks. CoRR abs/1810.12042 (2018) - 2017
- [j9]Andrea K. Fischer, Jilles Vreeken, Dietrich Klakow:
Beyond Pairwise Similarity: Quantifying and Characterizing Linguistic Similarity between Groups of Languages by MDL. Computación y Sistemas 21(4) (2017) - [c128]Youssef Oualil, Dietrich Klakow, György Szaszák, Ajay Srinivasamurthy, Hartmut Helmke, Petr Motlícek:
A context-aware speech recognition and understanding system for air traffic control domain. ASRU 2017: 404-408 - [c127]Youssef Oualil, Dietrich Klakow:
A Neural Network approach for mixing language models. ICASSP 2017: 5710-5714 - [c126]Xiaoyu Shen, Hui Su, Shuzi Niu, Dietrich Klakow:
Wake-Sleep Variational Autoencoders for Language Modeling. ICONIP (1) 2017: 405-414 - [c125]Youssef Oualil, Dietrich Klakow:
A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models. INTERSPEECH 2017: 264-268 - [c124]Xiaoyu Shen, Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow:
Estimation of Gap Between Current Language Models and Human Performance. INTERSPEECH 2017: 553-557 - [c123]Eustace Ebhotemhen, Volha Petukhova, Dietrich Klakow:
Incremental Dialogue Act Recognition: Token- vs Chunk-Based Classification. INTERSPEECH 2017: 889-893 - [c122]Mittul Singh, Youssef Oualil, Dietrich Klakow:
Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition. INTERSPEECH 2017: 2720-2724 - [c121]David M. Howcroft, Dietrich Klakow, Vera Demberg:
The Extended SPaRKy Restaurant Corpus: Designing a Corpus with Variable Information Density. INTERSPEECH 2017: 3757-3761 - [c120]Alexander Bentkamp, Jasmin Christian Blanchette, Dietrich Klakow:
A Formal Proof of the Expressiveness of Deep Learning. ITP 2017: 46-64 - [c119]Thomas Alexander Trost, Dietrich Klakow:
Parameter Free Hierarchical Graph-Based Clustering for Analyzing Continuous Word Embeddings. TextGraphs@ACL 2017: 30-38 - [i10]Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow:
Sequential Recurrent Neural Networks for Language Modeling. CoRR abs/1703.08068 (2017) - [i9]Youssef Oualil, Dietrich Klakow:
A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models. CoRR abs/1708.05997 (2017) - [i8]Youssef Oualil, Mittul Singh, Clayton Greenberg, Dietrich Klakow:
Long-Short Range Context Neural Networks for Language Modeling. CoRR abs/1708.06555 (2017) - [i7]Youssef Oualil, Dietrich Klakow:
A Neural Network Approach for Mixing Language Models. CoRR abs/1708.06989 (2017) - 2016
- [j8]Vera Demberg, Jörg Hoffmann, David M. Howcroft, Dietrich Klakow, Álvaro Torralba:
Search Challenges in Natural Language Generation with Complex Optimization Objectives. Künstliche Intell. 30(1): 63-69 (2016) - [c118]Matti Varjokallio, Dietrich Klakow:
Unsupervised morph segmentation and statistical language models for vocabulary expansion. ACL (2) 2016 - [c117]Mittul Singh, Clayton Greenberg, Youssef Oualil, Dietrich Klakow:
Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling. COLING 2016: 2061-2070 - [c116]Ottokar Tilk, Vera Demberg, Asad B. Sayeed, Dietrich Klakow, Stefan Thater:
Event participant modelling with neural networks. EMNLP 2016: 171-182 - [c115]Youssef Oualil, Mittul Singh, Clayton Greenberg, Dietrich Klakow:
Long-Short Range Context Neural Networks for Language Modeling. EMNLP 2016: 1473-1481 - [c114]Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow:
Sequential Recurrent Neural Networks for Language Modeling. INTERSPEECH 2016: 3509-3513 - [c113]Dilafruz Amanova, Volha Petukhova, Dietrich Klakow:
Creating Annotated Dialogue Resources: Cross-domain Dialogue Act Classification. LREC 2016 - [c112]Andrea K. Fischer, Klara Jagrova, Irina Stenger, Tania Avgustinova, Dietrich Klakow, Roland Marti:
Orthographic and Morphological Correspondences between Related Slavic Languages as a Base for Modeling of Mutual Intelligibility. LREC 2016 - [c111]Mittul Singh, Clayton Greenberg, Dietrich Klakow:
The Custom Decay Language Model for Long Range Dependencies. TSD 2016: 343-351 - [c110]Martin Gropp, Anna Schmidt, Thomas Kleinbauer, Dietrich Klakow:
Platon: Dialog Management and Rapid Prototyping for Multilingual Multi-user Dialog Systems. TSD 2016: 478-485 - 2015
- [j7]Saeedeh Momtazi, Dietrich Klakow:
Bridging the vocabulary gap between questions and answer sentences. Inf. Process. Manag. 51(5): 595-615 (2015) - [j6]Michael Wiegand, Dietrich Klakow:
Detecting conditional healthiness of food items from natural language text. Lang. Resour. Evaluation 49(4): 777-830 (2015) - [c109]Andrea K. Fischer, Vera Demberg, Dietrich Klakow:
Towards Flexible, Small-Domain Surface Generation: Combining Data-Driven and Grammatical Approaches. ENLG 2015: 105-108 - [c108]Youssef Oualil, Marc Schulder, Hartmut Helmke, Anna Schmidt, Dietrich Klakow:
Real-time integration of dynamic context information for improving automatic speech recognition. INTERSPEECH 2015: 2107-2111 - [c107]Volha Petukhova, Desmond Darma Putra, Alexandr Chernov, Dietrich Klakow:
Understanding Questions and Extracting Answers: Interactive Quiz Game Application Design. LTC 2015: 246-261 - [c106]Michael Wiegand, Benjamin Roth, Dietrich Klakow:
Combining Pattern-Based and Distributional Similarity for Graph-Based Noun Categorization. NLDB 2015: 64-72 - [c105]Alexandr Chernov, Volha Petukhova, Dietrich Klakow:
Linguistically Motivated Question Classification. NODALIDA 2015: 51-59 - 2014
- [c104]Rahil Mahdian Toroghi, Youssef Oualil, Dietrich Klakow:
A Multi-Stage, Multi-Channel Processing System for Overlapping Speech Separation in a Real Scenario. ITG Symposium on Speech Communication 2014: 1-4 - [c103]Michael Wiegand, Dietrich Klakow:
Separating Brands from Types: an Investigation of Different Features for the Food Domain. COLING 2014: 2291-2302 - [c102]Benjamin Roth, Tassilo Barth, Grzegorz Chrupala, Martin Gropp, Dietrich Klakow:
RelationFactory: A Fast, Modular and Effective System for Knowledge Base Population. EACL 2014: 89-92 - [c101]Jens Illig, Benjamin Roth, Dietrich Klakow:
Unsupervised Parsing for Generating Surface-Based Relation Extraction Patterns. EACL 2014: 100-105 - [c100]Michael Wiegand, Benjamin Roth, Dietrich Klakow:
Automatic Food Categorization from Large Unlabeled Corpora and Its Impact on Relation Extraction. EACL 2014: 673-682 - [c99]Youssef Oualil, Rahil Mahdian Toroghi, Dietrich Klakow:
Improving overlapping speaker detection using multiple speaker tracking information. GlobalSIP 2014: 552-556 - [c98]Youssef Oualil, Dietrich Klakow:
Multiple concurrent speaker short-term tracking using a Kalman filter bank. ICASSP 2014: 1444-1448 - [c97]Munir Georges, Stephan Kanthak, Dietrich Klakow:
Accurate client-server based speech recognition keeping personal data on the client. ICASSP 2014: 3271-3275 - [c96]Steve Renals, Jean Carletta, Keith Edwards, Hervé Bourlard, Philip N. Garner, Andrei Popescu-Belis, Dietrich Klakow, Andrey Girenko, Volha Petukhova, Philippe Wacker, Andrew Joscelyne, Costis Kompis, Simon Aliwell, William Stevens, Youssef Sabbah:
ROCKIT: Roadmap for Conversational Interaction Technologies. RFMIR@ICMI 2014: 39-42 - [c95]Jan Alexandersson, Maria Aretoulaki, Nick Campbell, Michael Gardner, Andrey Girenko, Dietrich Klakow, Dimitris Koryzis, Volha Petukhova, Marcus Specht, Dimitris Spiliotopoulos, Alexander Stricker, Niels Taatgen:
Metalogue: A Multiperspective Multimodal Dialogue System with Metacognitive Abilities for Highly Adaptive and Flexible Dialogue Management. Intelligent Environments 2014: 365-368 - [c94]Youssef Oualil, Rahil Mahdian Toroghi, Dietrich Klakow:
Online unsupervised overlapping speaker detection using enhanced classification history-based features. IWAENC 2014: 228-232 - [c93]Volha Petukhova, Martin Gropp, Dietrich Klakow, Gregor Eigner, Mario Topf, Stefan Srb, Petr Motlícek, Blaise Potard, John Dines, Olivier Deroo, Ronny Egeler, Uwe Meinz, Steffen Liersch, Anna Schmidt:
The DBOX Corpus Collection of Spoken Human-Human and Human-Machine Dialogues. LREC 2014: 252-258 - [c92]Anna Schmidt, Youssef Oualil, Oliver Ohneiser, Matthias Kleinert, Marc Schulder, Arif Khan, Hartmut Helmke, Dietrich Klakow:
Context-based recognition network adaptation for improving on-line ASR in Air Traffic Control. SLT 2014: 13-18 - [c91]Jan Trmal, Guoguo Chen, Daniel Povey, Sanjeev Khudanpur, Pegah Ghahremani, Xiaohui Zhang, Vimal Manohar, Chunxi Liu, Aren Jansen, Dietrich Klakow, David Yarowsky, Florian Metze:
A keyword search system using open source software. SLT 2014: 530-535 - [c90]Melanie Reiplinger, Michael Wiegand, Dietrich Klakow:
Relation Extraction for the Food Domain without Labeled Training Data - Is Distant Supervision the Best Solution? PolTAL 2014: 345-357 - [i6]Benjamin Roth, Tassilo Barth, Michael Wiegand, Mittul Singh, Dietrich Klakow:
Effective Slot Filling Based on Shallow Distant Supervision Methods. CoRR abs/1401.1158 (2014) - 2013
- [j5]Michael Wiegand, Manfred Klenner, Dietrich Klakow:
Bootstrapping polarity classifiers with rule-based classification. Lang. Resour. Evaluation 47(4): 1049-1088 (2013) - [c89]Benjamin Roth, Tassilo Barth, Michael Wiegand, Dietrich Klakow:
A survey of noise reduction methods for distant supervision. AKBC@CIKM 2013: 73-78 - [c88]Benjamin Roth, Dietrich Klakow:
Feature-based models for improving the quality of noisy training data for relation extraction. CIKM 2013: 1181-1184 - [c87]Benjamin Roth, Dietrich Klakow:
Combining Generative and Discriminative Model Scores for Distant Supervision. EMNLP 2013: 24-29 - [c86]Youssef Oualil, Friedrich Faubel, Dietrich Klakow:
A fast cumulative Steered Response Power for multiple speaker detection and localization. EUSIPCO 2013: 1-5 - [c85]Youssef Oualil, Mathew Magimai-Doss, Friedrich Faubel, Dietrich Klakow:
A probabilistic framework for multiple speaker localization. ICASSP 2013: 3962-3966 - [c84]Mittul Singh, Dietrich Klakow:
Comparing RNNs and log-linear interpolation of improved skip-model on four Babel languages: Cantonese, Pashto, Tagalog, Turkish. ICASSP 2013: 8416-8420 - [c83]Michael Wiegand, Dietrich Klakow:
Towards Contextual Healthiness Classification of Food Items - A Linguistic Approach. IJCNLP 2013: 19-27 - [c82]Munir Georges, Stephan Kanthak, Dietrich Klakow:
Transducer-based speech recognition with dynamic language models. INTERSPEECH 2013: 642-646 - [c81]Youssef Oualil, Friedrich Faubel, Dietrich Klakow:
An unsupervised Bayesian classifier for multiple speaker detection and localization. INTERSPEECH 2013: 2943-2947 - [c80]Michael Wiegand, Josef Ruppenhofer, Dietrich Klakow:
Predicative Adjectives: An Unsupervised Criterion to Extract Subjective Adjectives. HLT-NAACL 2013: 534-539 - [i5]Benjamin Roth, Tassilo Barth, Michael Wiegand, Mittul Singh, Dietrich Klakow:
Effective Slot Filling Based on Shallow Distant Supervision Methods. TAC 2013 - 2012
- [c79]Michael Braun, Friedrich Faubel, Dietrich Klakow:
A Comparative Study of Missing Feature Imputation Techniques. ITG Conference on Speech Communication 2012: 1-4 - [c78]Christian Siegwart, Friedrich Faubel, Dietrich Klakow:
Improving the Separation of Concurrent Speech through Residual Echo Suppression. ITG Conference on Speech Communication 2012: 1-4 - [c77]Michael Wiegand, Dietrich Klakow:
Generalization Methods for In-Domain and Cross-Domain Opinion Holder Extraction. EACL 2012: 325-335 - [c76]Youssef Oualil, Friedrich Faubel, Mathew Magimai-Doss, Dietrich Klakow:
A TDOA Gaussian mixture model for improving acoustic source tracking. EUSIPCO 2012: 1339-1343 - [c75]Youssef Oualil, Mathew Magimai-Doss, Friedrich Faubel, Dietrich Klakow:
Joint detection and localization of multiple speakers using a probabilistic interpretation of the steered response power. SAPA@INTERSPEECH 2012: 68-73 - [c74]Rahil Mahdian Toroghi, Friedrich Faubel, Dietrich Klakow:
Multi-channel speech separation with soft time-frequency masking. SAPA@INTERSPEECH 2012: 86-91 - [c73]Todd Shore, Friedrich Faubel, Hartmut Helmke, Dietrich Klakow:
Knowledge-Based Word Lattice Rescoring in a Dynamic Context. INTERSPEECH 2012: 1083-1086 - [c72]Michael Feld, Saeedeh Momtazi, Farina Freigang, Dietrich Klakow, Christian A. Müller:
Mobile texting: can post-ASR correction solve the issues? an experimental study on gain vs. costs. IUI 2012: 37-40 - [c71]Youssef Oualil, Friedrich Faubel, Dietrich Klakow:
A Multiple Hypothesis Gaussian Mixture Filter for Acoustic Source Localization and Tracking. IWAENC 2012 - [c70]Michael Wiegand, Benjamin Roth, Dietrich Klakow:
Data-driven knowledge extraction for the food domain. KONVENS 2012: 21-29 - [c69]Michael Wiegand, Benjamin Roth, Eva Lasarcyk, Stephanie Köser, Dietrich Klakow:
A Gold Standard for Relation Extraction in the Food Domain. LREC 2012: 507-514 - [c68]Stasinos Konstantopoulos, Valia Kordoni, Nicola Cancedda, Vangelis Karkaletsis, Dietrich Klakow, Jean-Michel Renders:
Task-Driven Linguistic Analysis based on an Underspecified Features Representation. LREC 2012: 1966-1970 - [c67]Michael Wiegand, Benjamin Roth, Dietrich Klakow:
Web-Based Relation Extraction for the Food Domain. NLDB 2012: 222-227 - [i4]Benjamin Roth, Grzegorz Chrupala, Michael Wiegand, Mittul Singh, Dietrich Klakow:
Generalizing from Freebase and Patterns using Cluster-Based Distant Supervision for TAC KBP Slotfilling 2012. TAC 2012 - 2011
- [c66]Saeedeh Momtazi, Dietrich Klakow:
Trained trigger language model for sentence retrieval in QA: bridging the vocabulary gap. CIKM 2011: 2005-2008 - [c65]Najib Hadir, Friedrich Faubel, Dietrich Klakow:
A Model-Based Spectral Envelope Wiener Filter for Perceptually Motivated Speech Enhancement. INTERSPEECH 2011: 213-216 - [c64]Michael Wiegand, Dietrich Klakow:
Convolution Kernels for Subjectivity Detection. NODALIDA 2011: 254-261 - [c63]Michael Wiegand, Dietrich Klakow:
Prototypical Opinion Holders: What We can Learn from Experts and Analysts. RANLP 2011: 282-288 - [i3]Fang Xu, Stefan Kazalski, Grzegorz Chrupala, Benjamin Roth, Xujian Zhao, Michael Wiegand, Dietrich Klakow:
Saarland University Spoken Language Systems Group at TAC KBP 2011. TAC 2011 - 2010
- [c62]Michael Wiegand, Alexandra Balahur, Benjamin Roth, Dietrich Klakow, Andrés Montoyo:
A survey on the role of negation in sentiment analysis. NeSp-NLP@ACL 2010: 60-68 - [c61]Saeedeh Momtazi, Matthew Lease, Dietrich Klakow:
Effective Term Weighting for Sentence Retrieval. ECDL 2010: 482-485 - [c60]Friedrich Faubel, Dietrich Klakow:
Further improvement of the adaptive level of detail transform: Splitting in direction of the nonlinearity. EUSIPCO 2010: 850-854 - [c59]Ken'ichi Kumatani, Liang Lu, John W. McDonough, Arnab Ghoshal, Dietrich Klakow:
Maximum negentropy beamforming with superdirectivity. EUSIPCO 2010: 2067-2071 - [c58]Friedrich Faubel, Dietrich Klakow:
An adaptive level of detail approach to nonlinear estimation. ICASSP 2010: 3958-3961 - [c57]Friedrich Faubel, John W. McDonough, Dietrich Klakow:
On expectation maximization based channel and noise estimation beyond the vector Taylor series expansion. ICASSP 2010: 4294-4297 - [c56]Saeedeh Momtazi, Friedrich Faubel, Dietrich Klakow:
Within and across sentence boundary language model. INTERSPEECH 2010: 1800-1803 - [c55]Friedrich Faubel, Dietrich Klakow:
Estimating noise from noisy speech features with a monte carlo variant of the expectation maximization algorithm. INTERSPEECH 2010: 2046-2049 - [c54]Benjamin Roth, Dietrich Klakow:
Combining Wikipedia-Based Concept Models for Cross-Language Retrieval. IRFC 2010: 47-59 - [c53]Grzegorz Chrupala, Dietrich Klakow:
A Named Entity Labeler for German: Exploiting Wikipedia and Distributional Clusters. LREC 2010 - [c52]Michael Wiegand, Dietrich Klakow:
Predictive Features for Detecting Indefinite Polar Sentences. LREC 2010 - [c51]Fang Xu, Dietrich Klakow:
Paragraph Acquisition and Selection for List Question Using Amazon's Mechanical Turk. LREC 2010 - [c50]Saeedeh Momtazi, Sanjeev Khudanpur, Dietrich Klakow:
A Comparative Study of Word Co-occurrence for Term Clustering in Language Model-based Sentence Retrieval. HLT-NAACL 2010: 325-328 - [c49]Michael Wiegand, Dietrich Klakow:
Convolution Kernels for Opinion Holder Extraction. HLT-NAACL 2010: 795-803 - [c48]Benjamin Roth, Dietrich Klakow:
Cross-language retrieval using link-based language models. SIGIR 2010: 773-774 - [c47]Saeedeh Momtazi, Dietrich Klakow:
Hierarchical pitman-yor language model for information retrieval. SIGIR 2010: 793-794 - [c46]Andreas Beschorner, Dietrich Klakow:
Correlation Features and a Linear Transform Specific Reproducing Kernel. TSD 2010: 235-242 - [i2]Grzegorz Chrupala, Saeedeh Momtazi, Michael Wiegand, Stefan Kazalski, Fang Xu, Benjamin Roth, Alexandra Balahur, Dietrich Klakow:
Saarland University Spoken Language Systems at the Slot Filling Task of TAC KBP 2010. TAC 2010
2000 – 2009
- 2009
- [j4]Friedrich Faubel, John W. McDonough, Dietrich Klakow:
The Split and Merge Unscented Gaussian Mixture Filter. IEEE Signal Process. Lett. 16(9): 786-789 (2009) - [j3]Ken'ichi Kumatani, John W. McDonough, Barbara Rauch, Dietrich Klakow, Philip N. Garner, Weifeng Li:
Beamforming With a Maximum Negentropy Criterion. IEEE Trans. Speech Audio Process. 17(5): 994-1008 (2009) - [c45]Saeedeh Momtazi, Dietrich Klakow:
A word clustering approach for language model-based sentence retrieval in question answering systems. CIKM 2009: 1911-1914 - [c44]Michael Wiegand, Dietrich Klakow:
Topic-Related Polarity Classification of Blog Sentences. EPIA 2009: 658-669 - [c43]Michael Wiegand, Dietrich Klakow:
The Role of Knowledge-based Features in Polarity Classification at Sentence Level. FLAIRS 2009 - [c42]Arnab Ghoshal, Sanjeev Khudanpur, Dietrich Klakow:
Impact of novel sources on content-based image and video retrieval. ICASSP 2009: 1937-1940 - [c41]Friedrich Faubel, John W. McDonough, Dietrich Klakow:
Bounded conditional mean imputation with Gaussian mixture models: A reconstruction approach to partly occluded features. ICASSP 2009: 3869-3872 - [c40]Saeedeh Momtazi, Dietrich Klakow:
Language model-based sentence classification for opinion question answering systems. IMCSIT 2009: 251-255 - [c39]Saeedeh Momtazi, Stefan Kazalski, Dietrich Klakow:
A Combined Query Expansion Technique for Retrieving Opinions from Blogs. ISDA 2009: 791-796 - [c38]Michael Wiegand, Dietrich Klakow:
Predictive Features in Semi-Supervised Learning for Polarity Classification and the Role of Adjectives. NODALIDA 2009: 198-205 - 2008
- [c37]Michael Wiegand, Dietrich Klakow:
Optimizing Language Models for Polarity Classification. ECIR 2008: 612-616 - [c36]Ken'ichi Kumatani, John W. McDonough, S. Schachl, Dietrich Klakow, Philip N. Garner, Weifeng Li:
Filter bank design based on minimization of individual aliasing terms for minimum mutual information subband adaptive beamforming. ICASSP 2008: 1609-1612 - [c35]Friedrich Faubel, John W. McDonough, Dietrich Klakow:
A phase-averaged model for the relationship between noisy speech, clean speech and noise in the log-mel domain. INTERSPEECH 2008: 553-556 - [c34]Michael Wiegand, Jochen L. Leidner, Dietrich Klakow:
Cost-Sensitive Learning in Answer Extraction. LREC 2008 - [i1]Michael Wiegand, Saeedeh Momtazi, Stefan Kazalski, Fang Xu, Grzegorz Chrupala, Dietrich Klakow:
The Alyssa System at TAC QA 2008. TAC 2008 - 2007
- [c33]John W. McDonough, Emilian Stoimenov, Dietrich Klakow:
An algorithm for fast composition of weighted finite-state transducers. ASRU 2007: 461-466 - [c32]Stefan Schacht, Oleg Fallman, Dietrich Klakow:
Fast lip tracking for speech/nonspeech detection. AVSP 2007: 26 - [c31]Andreas Merkel, Dietrich Klakow:
Language Model Based Query Classification. ECIR 2007: 720-723 - [c30]Andreas Merkel, Dietrich Klakow:
Improved methods for language model based question classification. INTERSPEECH 2007: 322-325 - [c29]John W. McDonough, Ken'ichi Kumatani, Tobias Gehrig, Emilian Stoimenov, Uwe Mayer, Stefan Schacht, Matthias Wölfel, Dietrich Klakow:
To Separate Speech. MLMI 2007: 283-294 - [c28]Michael Wiegand, Jochen L. Leidner, Dietrich Klakow:
Combining term-based and event-based matching for question answering. SIGIR 2007: 715-716 - [c27]Stefan Schacht, Jacques C. Koreman, Christoph Lauer, Andrew C. Morris, Dalei Wu, Dietrich Klakow:
Frame Based Features. Speaker Classification (1) 2007: 226-240 - [c26]Dan Shen, Michael Wiegand, Andreas Merkel, Stefan Kazalski, Sabine Hunsicker, Jochen L. Leidner, Dietrich Klakow:
The Alyssa System at TREC QA 2007: Do We Need Blog06? TREC 2007 - 2006
- [c25]Dan Shen, Dietrich Klakow:
Exploring Correlation of Dependency Relation Paths for Answer Extraction. ACL 2006 - [c24]Adriana Davidescu, Andrea Heyl, Stefan Kazalski, Irene M. Cramer, Dietrich Klakow:
Classifying German Questions According to Ontology-Based Answer Types. GfKl 2006: 603-610 - [c23]Dietrich Klakow:
Using Regional Information in Language Model Based Automatic Concept Annotation and Retrieval Of Video. ICASSP (2) 2006: 129-132 - [c22]Dietrich Klakow:
Language model adaptation for tiny adaptation corpora. INTERSPEECH 2006 - [c21]Irene M. Cramer, Jochen L. Leidner, Dietrich Klakow:
Building an Evaluation Corpus for German Question Answering by Harvesting Wikipedia. LREC 2006: 1514-1519 - [c20]Munawar Hussain, Andreas Merkel, Dietrich Klakow:
Dedicated Backing-Off Distributions for Language Model Based Passage. LWA 2006: 138-143 - [c19]Dan Shen, Jochen L. Leidner, Andreas Merkel, Dietrich Klakow:
The Alyssa System at TREC 2006: A Statistically-Inspired Question Answering System. TREC 2006 - 2005
- [c18]Dietrich Klakow:
Access to Content. Cognitive Systems 2005: 108-117 - [c17]Edward W. D. Whittaker, Sadaoki Furui, Dietrich Klakow:
A Statistical Classification Approach to Question Answering using Web Data. CW 2005: 421-428 - [c16]Dan Shen, Geert-Jan M. Kruijff, Dietrich Klakow:
Exploring Syntactic Relation Patterns for Question Answering. IJCNLP 2005: 507-518 - [c15]Giridharan Iyengar, Pinar Duygulu, Shaolei Feng, Pavel Ircing, Sanjeev Khudanpur, Dietrich Klakow, M. R. Krause, Raghavan Manmatha, Harriet J. Nock, D. Petkova, Brock Pytlik, Paola Virga:
Joint visual-text modeling for automatic retrieval of multimedia documents. ACM Multimedia 2005: 21-30 - [c14]Edward W. D. Whittaker, Pierre Chatain, Sadaoki Furui, Dietrich Klakow:
TREC 2005 Question Answering Experiments at Tokyo Institute of Technology. TREC 2005 - 2004
- [c13]Christian Husodo-Schulz, Dmitri Rubinstein, Dimitris Diamantakos, Michael Kaißer, Jan Schehl, Massimo Romanelli, Thomas Kleinbauer, Andreas Klüter, Dietrich Klakow, Tilman Becker, Jan Alexandersson:
A Spoken Language Front-end for a Multilingual Music Data Base. Berliner XML Tage 2004: 276-290 - 2003
- [c12]Jan Kneissler, Anne K. Kienappel, Dietrich Klakow:
Information retrieval based call classification. INTERSPEECH 2003: 1213-1216 - 2002
- [j2]Peter Beyerlein, Xavier L. Aubert, Reinhold Haeb-Umbach, Matthew Harris, Dietrich Klakow, Andreas Wendemuth, Sirko Molau, Hermann Ney, Michael Pitz, Achim Sixtus:
Large vocabulary continuous speech recognition of Broadcast News - The Philips/RWTH approach. Speech Commun. 37(1-2): 109-131 (2002) - [j1]Dietrich Klakow, Jochen Peters:
Testing the correlation of word error rate and perplexity. Speech Commun. 38(1-2): 19-28 (2002) - [c11]Marcel Katz, Hans-Günter Meier, Hans Dolfing, Dietrich Klakow:
Robustness of Linear Discriminant Analysis in Automatic Speech Recognitio. ICPR (3) 2002: 371-374 - [c10]Edward W. D. Whittaker, Dietrich Klakow:
Efficient construction of long-range language models using log-linear interpolation. INTERSPEECH 2002: 905-908 - 2001
- [c9]Christoph Neukirchen, Dietrich Klakow, Xavier L. Aubert:
Generation and expansion of word graphs using long span context information. ICASSP 2001: 41-44 - [c8]Jan Kneissler, Dietrich Klakow:
Speech recognition for huge vocabularies by using optimized sub-word units. INTERSPEECH 2001: 69-72 - 2000
- [c7]Dietrich Klakow:
Selecting articles from the language model training corpus. ICASSP 2000: 1695-1698 - [c6]Frank Thiele, Bernhard Rueber, Dietrich Klakow:
Long range language models for free spelling recognition. ICASSP 2000: 1715-1718
1990 – 1999
- 1999
- [c5]Peter Beyerlein, Xavier L. Aubert, Reinhold Haeb-Umbach, Matthew Harris, Dietrich Klakow, Andreas Wendemuth, Sirko Molau, Michael Pitz, Achim Sixtus:
The philips/RWTH system for transcription of broadcast news. EUROSPEECH 1999 - [c4]Dietrich Klakow, Georg Rose, Xavier L. Aubert:
OOV-detection in large vocabulary system using automatically defined word-fragments as fillers. EUROSPEECH 1999: 49-52 - 1998
- [c3]Dietrich Klakow:
Language-model optimization by mapping of corpora. ICASSP 1998: 701-704 - [c2]Dietrich Klakow:
Log-linear interpolation of language models. ICSLP 1998 - 1997
- [c1]Reinhard Kneser, Jochen Peters, Dietrich Klakow:
Language model adaptation using dynamic marginals. EUROSPEECH 1997: 1971-1974
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-22 20:14 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
