| 2026 | ACL | Bridging the Culture Gap: A Framework for LLM-Driven Socio-Cultural Localization of Math Word Problems in Low-Resource Languages. | Israel Abebe Azime, Tadesse Destaw Belay, Dietrich Klakow, Philipp Slusallek, Anshuman Chhabra |
| 2026 | LREC | Uhura: A Benchmark for Evaluating Scientific Question Answering and Truthfulness in Low-Resource African Languages. | Edward Thomas Bayes, Israel Abebe Azime, Jesujoba Alabi, Jonas Kgomo, Tyna Eloundou, Elizabeth Proehl, Kai Chen, Imaan Khadir, Naome A. Etori, Shamsuddeen Hassan Muhammad, Choice Mpanza, Igneciah Pocia Thete, Dietrich Klakow, David Ifeoluwa Adelani |
| 2026 | LREC | Audio-Lyrics Alignment Dataset for Italian Arias. | Pushkar Jajoria, Arianna Graciotti, Giovanna Casali, Jesujoba Alabi, Rodolfo Delmonte, Angelo Pompilio, Rocco Tripodi, James McDermott, Dietrich Klakow |
| 2026 | LREC | Modeling the Memory-Surprisal Trade-Off over Time: Communicative Efficiency Decreases with Lexico-Grammatical Change in Scientific English. | Julius Steuer, Marie-Pauline Krielke, Stefania Degaetano-Ortlieb, Elke Teich, Dietrich Klakow |
| 2025 | ACL | Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning. | Xinghao Chen, Zhijing Sun, Wenjin Guo, Miaoran Zhang, Yanjun Chen, Yirong Sun, Hui Su, Yijie Pan, Dietrich Klakow, Wenjie Li, Xiaoyu Shen |
| 2025 | ACL | INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages. | Hao Yu, Jesujoba Oluwadara Alabi, Andiswa Bukula, Jian Yun Zhuang, En-Shiun Annie Lee, Tadesse Kebede Guge, Israel Abebe Azime, Happy Buzaaba, Blessing Kudzaishe Sibanda, Godson Koffi Kalipe, Jonathan Mukiibi, Salomon Kabongo Kabenamualu, Mmasibidi Setaka, Lolwethu Ndolela, Nkiruka Odu, Rooweither Mabuya, Shamsuddeen Hassan Muhammad, Salomey Osei, Sokhar Samb, Dietrich Klakow, David Ifeoluwa Adelani |
| 2025 | ACL | It's Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems. | Iuliia Zaitova, Badr M. Abdullah, Wei Xue, Dietrich Klakow, Bernd Mbius, Tania Avgustinova |
| 2025 | COLING | Evaluating the Capabilities of Large Language Models for Multi-label Emotion Understanding. | Tadesse Destaw Belay, Israel Abebe Azime, Abinew Ali Ayele, Grigori Sidorov, Dietrich Klakow, Philipp Slusallek, Olga Kolesnikova, Seid Muhie Yimam |
| 2025 | EMNLP | AFRIDOC-MT: Document-level MT Corpus for African Languages. | Jesujoba Oluwadara Alabi, Israel Abebe Azime, Miaoran Zhang, Cristina Espaa-Bonet, Rachel Bawden, Dawei Zhu, David Ifeoluwa Adelani, Clement Odoje, Idris Akinade, Iffat Maab, Davis David, Shamsuddeen Hassan Muhammad, Neo Putini, David O. Ademuyiwa, Andrew Caines, Dietrich Klakow |
| 2025 | EMNLP | Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead. | Jesujoba Oluwadara Alabi, Michael A. Hedderich, David Ifeoluwa Adelani, Dietrich Klakow |
| 2025 | EMNLP | Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches. | Israel Abebe Azime, Deborah Dormah Kanubala, Tejumade Afonja, Mario Fritz, Isabel Valera, Dietrich Klakow, Philipp Slusallek |
| 2025 | EMNLP | PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks. | Yunuo Liu, Dawei Zhu, Zena Al-Khalili, Dai Cheng, Yanjun Chen, Dietrich Klakow, Wei Zhang, Xiaoyu Shen |
| 2025 | ICLR | Improving Semantic Understanding in Speech Language Models via Brain-tuning. | Omer Moussa, Dietrich Klakow, Mariya Toneva |
| 2025 | Interspeech | Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification. | Badr M. Abdullah, Matthew Baas, Bernd Mbius, Dietrich Klakow |
| 2025 | Interspeech | AfriHuBERT: A self-supervised speech representation model for African languages. | Jesujoba O. Alabi, Xuechen Liu, Dietrich Klakow, Junichi Yamagishi |
| 2025 | NAACL | ProverbEval: Exploring LLM Evaluation Challenges for Low-resource Language Understanding. | Israel Abebe Azime, Atnafu Lambebo Tonja, Tadesse Destaw Belay, Yonas Chanie, Bontu Fufa Balcha, Negasi Haile Abadi, Henok Biadglign Ademtew, Mulubrhan Abebe Nerea, Debela Desalegn Yadeta, Derartu Dagne Geremew, Assefa Atsbiha tesfau, Philipp Slusallek, Thamar Solorio, Dietrich Klakow |
| 2025 | NAACL | Attention on Multiword Expressions: A Multilingual Study of BERT-based Models with Regard to Idiomaticity and Microsyntax. | Iuliia Zaitova, Vitalii Hirak, Badr M. Abdullah, Dietrich Klakow, Bernd Mbius, Tania Avgustinova |
| 2025 | RANLP | Instruction-Tuning LLaMA for Synthetic Medical Note Generation in Swedish and English. | Lotta Kiefer, Jesujoba Alabi, Thomas Vakili, Hercules Dalianis, Dietrich Klakow |
| 2024 | AAAI | What Are the Rules? Discovering Constraints from Data. | Boris Wiegand, Dietrich Klakow, Jilles Vreeken |
| 2024 | ACL | The Hidden Space of Transformer Language Adapters. | Jesujoba Alabi, Marius Mosbach, Matan Eyal, Dietrich Klakow, Mor Geva |
| 2024 | ACL | Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning. | Pin-Jie Lin, Miaoran Zhang, Marius Mosbach, Dietrich Klakow |
| 2024 | ACL | The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis. | Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach |
| 2024 | CogSci | Learning Part-whole Hierarchies from the Sequence of Handwriting. | Meng Li, David Schlangen, Dietrich Klakow |
| 2024 | COLING | Who Did You Blame When Your Project Failed? Designing a Corpus for Presupposition Generation in Cross-Examination Dialogues. | Maria Francis, Julius Steuer, Dietrich Klakow, Volha Petukhova |
| 2024 | COLING | Annotating Customer-Oriented Behaviour in Call Centre Sales Dialogues. | Jutta Stock, Volha Petukhova, Dietrich Klakow |
| 2024 | COLING | EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation. | 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 |
| 2024 | EMNLP | From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP. | Marius Mosbach, Vagrant Gautam, Toms Vergara Browne, Dietrich Klakow, Mor Geva |
| 2024 | EMNLP | Understanding "Democratization" in NLP and ML Research. | Arjun Subramonian, Vagrant Gautam, Dietrich Klakow, Zeerak Talat |
| 2024 | EMNLP | Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? | Dawei Zhu, Pinzhen Chen, Miaoran Zhang, Barry Haddow, Xiaoyu Shen, Dietrich Klakow |
| 2024 | ICASSP | Self-Supervised Adaptive Pre-Training of Multilingual Speech Models for Language and Dialect Identification. | Mohammed Maqsood Shaik, Dietrich Klakow, Badr M. Abdullah |
| 2024 | Interspeech | Wave to Interlingua: Analyzing Representations of Multilingual Speech Transformers for Spoken Language Translation. | Badr M. Abdullah, Mohammed Maqsood Shaik, Dietrich Klakow |
| 2024 | Interspeech | Joint vs Sequential Speaker-Role Detection and Automatic Speech Recognition for Air-traffic Control. | Alexander Blatt, Aravind Krishnan, Dietrich Klakow |
| 2024 | Interspeech | On the Encoding of Gender in Transformer-based ASR Representations. | Aravind Krishnan, Badr M. Abdullah, Dietrich Klakow |
| 2024 | Interspeech | Cross-Linguistic Intelligibility of Non-Compositional Expressions in Spoken Context. | Iuliia Zaitova, Irina Stenger, Wei Xue, Tania Avgustinova, Bernd Mbius, Dietrich Klakow |
| 2024 | NAACL | A Preference-driven Paradigm for Enhanced Translation with Large Language Models. | Dawei Zhu, Sony Trenous, Xiaoyu Shen, Dietrich Klakow, Bill Byrne, Eva Hasler |
| 2023 | ACL | MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages. | 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, Thogne Musabeyezu, Emile Niyomutabazi, Ester Chimhenga, Kudzai Gotosa, Patrick Mizha, Apelete Agbolo, Seydou Traore, Chinedu Uchechukwu, Aliyu Yusuf, Muhammad Abdullahi, Dietrich Klakow |
| 2023 | ACL | Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation. | Marius Mosbach, Tiago Pimentel, Shauli Ravfogel, Dietrich Klakow, Yanai Elazar |
| 2023 | ACL | Weaker Than You Think: A Critical Look at Weakly Supervised Learning. | Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow |
| 2023 | ASRU | Enabling Noisy Label Usage for Out-of-Airspace Data in Read-Back Error Detection. | Lakshmi Rajendram Bashyam, Alexander Blatt, Dietrich Klakow |
| 2023 | ASRU | Ending the Blind Flight: Analyzing the Impact of Acoustic and Lexical Factors on WAV2VEC 2.0 in Air-Traffic Control. | Alexander Blatt, Badr M. Abdullah, Dietrich Klakow |
| 2023 | EACL | Multilingual Normalization of Temporal Expressions with Masked Language Models. | Lukas Lange, Jannik Strtgen, Heike Adel, Dietrich Klakow |
| 2023 | EACL | Meta Self-Refinement for Robust Learning with Weak Supervision. | Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow |
| 2023 | EMNLP | A Lightweight Method to Generate Unanswerable Questions in English. | Vagrant Gautam, Miaoran Zhang, Dietrich Klakow |
| 2023 | Interspeech | An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech. | Badr M. Abdullah, Mohammed Maqsood Shaik, Bernd Mbius, Dietrich Klakow |
| 2023 | Interspeech | On the N-gram Approximation of Pre-trained Language Models. | Aravind Krishnan, Jesujoba O. Alabi, Dietrich Klakow |
| 2023 | SDM | Why Are We Waiting? Discovering Interpretable Models for Predicting Sojourn and Waiting Times. | Boris Wiegand, Dietrich Klakow, Jilles Vreeken |
| 2022 | AAAI | Discovering Interpretable Data-to-Sequence Generators. | Boris Wiegand, Dietrich Klakow, Jilles Vreeken |
| 2022 | COLING | Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning. | Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow |
| 2022 | EMNLP | MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition. | 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 |
| 2022 | ICASSP | Call-Sign Recognition and Understanding for Noisy Air-Traffic Transcripts Using Surveillance Information. | Alexander Blatt, Martin Kocour, Karel Vesel, Igor Szke, Dietrich Klakow |
| 2022 | ICML | Label-Descriptive Patterns and Their Application to Characterizing Classification Errors. | Michael A. Hedderich, Jonas Fischer, Dietrich Klakow, Jilles Vreeken |
| 2022 | Interspeech | Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings. | Badr M. Abdullah, Bernd Mbius, Dietrich Klakow |
| 2022 | LREC | Placing M-Phasis on the Plurality of Hate: A Feature-Based Corpus of Hate Online. | Dana Ruiter, Liane Reiners, Ashwin Geet D'Sa, Thomas Kleinbauer, Dominique Fohr, Irina Illina, Dietrich Klakow, Christian Schemer, Angeliki Monnier |
| 2022 | LREC | Modeling the Impact of Syntactic Distance and Surprisal on Cross-Slavic Text Comprehension. | Irina Stenger, Philip Georgis, Tania Avgustinova, Bernd Mbius, Dietrich Klakow |
| 2022 | LREC | Adapting Language Models When Training on Privacy-Transformed Data. | M. A. Tugtekin Turan, Dietrich Klakow, Emmanuel Vincent, Denis Jouvet |
| 2022 | NAACL | A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation. | 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 |
| 2022 | NAACL | MCSE: Multimodal Contrastive Learning of Sentence Embeddings. | Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow |
| 2021 | AAAI | Analysing the Noise Model Error for Realistic Noisy Label Data. | Michael A. Hedderich, Dawei Zhu, Dietrich Klakow |
| 2021 | CHI | SoloFinger: Robust Microgestures while Grasping Everyday Objects. | Adwait Sharma, Michael A. Hedderich, Divyanshu Bhardwaj, Bruno Fruchard, Jess McIntosh, Aditya Shekhar Nittala, Dietrich Klakow, Daniel Ashbrook, Jrgen Steimle |
| 2021 | EACL | Emoji-Based Transfer Learning for Sentiment Tasks. | Susann Boy, Dana Ruiter, Dietrich Klakow |
| 2021 | EACL | Do we read what we hear? Modeling orthographic influences on spoken word recognition. | Nicole Macher, Badr M. Abdullah, Harm Brouwer, Dietrich Klakow |
| 2021 | EACL | Familiar words but strange voices: Modelling the influence of speech variability on word recognition. | Alexandra Mayn, Badr M. Abdullah, Dietrich Klakow |
| 2021 | EMNLP | Preventing Author Profiling through Zero-Shot Multilingual Back-Translation. | David Ifeoluwa Adelani, Miaoran Zhang, Xiaoyu Shen, Ali Davody, Thomas Kleinbauer, Dietrich Klakow |
| 2021 | EMNLP | FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations. | Lukas Lange, Heike Adel, Jannik Strtgen, Dietrich Klakow |
| 2021 | EMNLP | To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning. | Lukas Lange, Jannik Strtgen, Heike Adel, Dietrich Klakow |
| 2021 | ESANN | Estimating Formulas for Model Performance Under Noisy Labels Using Symbolic Regression. | Fech Scen Khoo, Dawei Zhu, Michael A. Hedderich, Dietrich Klakow |
| 2021 | ICLR | On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines. | Marius Mosbach, Maksym Andriushchenko, Dietrich Klakow |
| 2021 | Interspeech | Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study. | Badr M. Abdullah, Marius Mosbach, Iuliia Zaitova, Bernd Mbius, Dietrich Klakow |
| 2021 | Interspeech | Exploring the Potential of Lexical Paraphrases for Mitigating Noise-Induced Comprehension Errors. | Anupama Chingacham, Vera Demberg, Dietrich Klakow |
| 2021 | Interspeech | Boosting of Contextual Information in ASR for Air-Traffic Call-Sign Recognition. | Martin Kocour, Karel Vesel, Alexander Blatt, Juan Zuluaga-Gomez, Igor Szke, Jan Cernock, Dietrich Klakow, Petr Motlcek |
| 2021 | Interspeech | Phonetic Distance and Surprisal in Multilingual Priming: Evidence from Slavic. | Jacek Kudera, Philip Georgis, Bernd Mbius, Tania Avgustinova, Dietrich Klakow |
| 2021 | NAACL | A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios. | Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strtgen, Dietrich Klakow |
| 2021 | RANLP | incom.py 2.0 - Calculating Linguistic Distances and Asymmetries in Auditory Perception of Closely Related Languages. | Marius Mosbach, Irina Stenger, Tania Avgustinova, Bernd Mbius, Dietrich Klakow |
| 2021 | RANLP | Graph-based Argument Quality Assessment. | Ekaterina Saveleva, Volha Petukhova, Marius Mosbach, Dietrich Klakow |
| 2021 | SDM | Mining Easily Understandable Models from Complex Event Logs. | Boris Wiegand, Dietrich Klakow, Jilles Vreeken |
| 2020 | ACL | Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. | Xiaoyu Shen, Ernie Chang, Hui Su, Cheng Niu, Dietrich Klakow |
| 2020 | COLING | A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English. | Marius Mosbach, Stefania Degaetano-Ortlieb, Marie-Pauline Krielke, Badr M. Abdullah, Dietrich Klakow |
| 2020 | EMNLP | Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages. | Michael A. Hedderich, David Ifeoluwa Adelani, Dawei Zhu, Jesujoba O. Alabi, Udia Markus, Dietrich Klakow |
| 2020 | EMNLP | On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers. | Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow |
| 2020 | EMNLP | HUMAN: Hierarchical Universal Modular ANnotator. | Moritz Wolf, Dana Ruiter, Ashwin Geet D'Sa, Liane Reiners, Jan Alexandersson, Dietrich Klakow |
| 2020 | ICANN | On the Security Relevance of Initial Weights in Deep Neural Networks. | Kathrin Grosse, Thomas Alexander Trost, Marius Mosbach, Michael Backes, Dietrich Klakow |
| 2020 | ICPR | Fusion Models for Improved Image Captioning. | Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow |
| 2020 | Interspeech | Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic Languages. | Badr M. Abdullah, Tania Avgustinova, Bernd Mbius, Dietrich Klakow |
| 2020 | Interspeech | Privacy Guarantees for De-Identifying Text Transformations. | David Ifeoluwa Adelani, Ali Davody, Thomas Kleinbauer, Dietrich Klakow |
| 2020 | LREC | ATC-ANNO: Semantic Annotation for Air Traffic Control with Assistive Auto-Annotation. | Marc Schulder, Johannah O'Mahony, Yury Bakanouski, Dietrich Klakow |
| 2019 | EMNLP | Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels. | Lukas Lange, Michael A. Hedderich, Dietrich Klakow |
| 2019 | EMNLP | Select and Attend: Towards Controllable Content Selection in Text Generation. | Xiaoyu Shen, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine |
| 2019 | EMNLP | Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator. | Xiaoyu Shen, Yang Zhao, Hui Su, Dietrich Klakow |
| 2019 | NAACL | Cross-lingual Transfer Learning for Japanese Named Entity Recognition. | Andrew Johnson, Penny Karanasou, Judith Gaspers, Dietrich Klakow |
| 2019 | NAACL | Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling. | Debjit Paul, Mittul Singh, Michael A. Hedderich, Dietrich Klakow |
| 2019 | PRIMA | Modelling Shared Decision Making in Medical Negotiations: Interactive Training with Cognitive Agents. | Volha Petukhova, Firuza Sharifullaeva, Dietrich Klakow |
| 2019 | RANLP | incom.py - A Toolbox for Calculating Linguistic Distances and Asymmetries between Related Languages. | Marius Mosbach, Irina Stenger, Tania Avgustinova, Dietrich Klakow |
| 2019 | RANLP | Term-Based Extraction of Medical Information: Pre-Operative Patient Education Use Case. | Martin Wolf, Volha Petukhova, Dietrich Klakow |
| 2018 | ECCV | Image-Sensitive Language Modeling for Automatic Speech Recognition. | Kata Naszdi, Youssef Oualil, Dietrich Klakow |
| 2018 | ECIR | Long-Span Language Models for Query-Focused Unsupervised Extractive Text Summarization. | Mittul Singh, Arunav Mishra, Youssef Oualil, Klaus Berberich, Dietrich Klakow |
| 2018 | EMNLP | Nexus Network: Connecting the Preceding and the Following in Dialogue Generation. | Xiaoyu Shen, Hui Su, Wenjie Li, Dietrich Klakow |
| 2018 | EMNLP | Closing Brackets with Recurrent Neural Networks. | Natalia Skachkova, Thomas Alexander Trost, Dietrich Klakow |
| 2018 | INLG | Toward Bayesian Synchronous Tree Substitution Grammars for Sentence Planning. | David M. Howcroft, Dietrich Klakow, Vera Demberg |
| 2018 | LREC | The Metalogue Debate Trainee Corpus: Data Collection and Annotations. | Volha Petukhova, Andrei Malchanau, Youssef Oualil, Dietrich Klakow, Saturnino Luz, Fasih Haider, Nick Campbell, Dimitris Koryzis, Dimitris Spiliotopoulos, Pierre Albert, Nicklas Linz, Jan Alexandersson |
| 2017 | ASRU | A context-aware speech recognition and understanding system for air traffic control domain. | Youssef Oualil, Dietrich Klakow, Gyrgy Szaszk, Ajay Srinivasamurthy, Hartmut Helmke, Petr Motlcek |
| 2017 | ICASSP | A Neural Network approach for mixing language models. | Youssef Oualil, Dietrich Klakow |
| 2017 | ICONIP | Wake-Sleep Variational Autoencoders for Language Modeling. | Xiaoyu Shen, Hui Su, Shuzi Niu, Dietrich Klakow |
| 2017 | Interspeech | Incremental Dialogue Act Recognition: Token- vs Chunk-Based Classification. | Eustace Ebhotemhen, Volha Petukhova, Dietrich Klakow |
| 2017 | Interspeech | The Extended SPaRKy Restaurant Corpus: Designing a Corpus with Variable Information Density. | David M. Howcroft, Dietrich Klakow, Vera Demberg |
| 2017 | Interspeech | A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models. | Youssef Oualil, Dietrich Klakow |
| 2017 | Interspeech | Estimation of Gap Between Current Language Models and Human Performance. | Xiaoyu Shen, Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow |
| 2017 | Interspeech | Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition. | Mittul Singh, Youssef Oualil, Dietrich Klakow |
| 2017 | ITP | A Formal Proof of the Expressiveness of Deep Learning. | Alexander Bentkamp, Jasmin Christian Blanchette, Dietrich Klakow |
| 2016 | ACL | Unsupervised morph segmentation and statistical language models for vocabulary expansion. | Matti Varjokallio, Dietrich Klakow |
| 2016 | COLING | Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling. | Mittul Singh, Clayton Greenberg, Youssef Oualil, Dietrich Klakow |
| 2016 | EMNLP | Long-Short Range Context Neural Networks for Language Modeling. | Youssef Oualil, Mittul Singh, Clayton Greenberg, Dietrich Klakow |
| 2016 | EMNLP | Event participant modelling with neural networks. | Ottokar Tilk, Vera Demberg, Asad B. Sayeed, Dietrich Klakow, Stefan Thater |
| 2016 | Interspeech | Sequential Recurrent Neural Networks for Language Modeling. | Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow |
| 2016 | LREC | Creating Annotated Dialogue Resources: Cross-domain Dialogue Act Classification. | Dilafruz Amanova, Volha Petukhova, Dietrich Klakow |
| 2016 | LREC | Orthographic and Morphological Correspondences between Related Slavic Languages as a Base for Modeling of Mutual Intelligibility. | Andrea K. Fischer, Klara Jagrova, Irina Stenger, Tania Avgustinova, Dietrich Klakow, Roland Marti |
| 2015 | Interspeech | Real-time integration of dynamic context information for improving automatic speech recognition. | Youssef Oualil, Marc Schulder, Hartmut Helmke, Anna Schmidt, Dietrich Klakow |
| 2015 | NLDB | Combining Pattern-Based and Distributional Similarity for Graph-Based Noun Categorization. | Michael Wiegand, Benjamin Roth, Dietrich Klakow |
| 2014 | COLING | Separating Brands from Types: an Investigation of Different Features for the Food Domain. | Michael Wiegand, Dietrich Klakow |
| 2014 | EACL | Unsupervised Parsing for Generating Surface-Based Relation Extraction Patterns. | Jens Illig, Benjamin Roth, Dietrich Klakow |
| 2014 | EACL | RelationFactory: A Fast, Modular and Effective System for Knowledge Base Population. | Benjamin Roth, Tassilo Barth, Grzegorz Chrupala, Martin Gropp, Dietrich Klakow |
| 2014 | EACL | Automatic Food Categorization from Large Unlabeled Corpora and Its Impact on Relation Extraction. | Michael Wiegand, Benjamin Roth, Dietrich Klakow |
| 2014 | ICASSP | Accurate client-server based speech recognition keeping personal data on the client. | Munir Georges, Stephan Kanthak, Dietrich Klakow |
| 2014 | ICASSP | Multiple concurrent speaker short-term tracking using a Kalman filter bank. | Youssef Oualil, Dietrich Klakow |
| 2014 | ICMI | ROCKIT: Roadmap for Conversational Interaction Technologies. | Steve Renals, Jean Carletta, Keith Edwards, Herv 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 |
| 2014 | LREC | The DBOX Corpus Collection of Spoken Human-Human and Human-Machine Dialogues. | Volha Petukhova, Martin Gropp, Dietrich Klakow, Gregor Eigner, Mario Topf, Stefan Srb, Petr Motlcek, Blaise Potard, John Dines, Olivier Deroo, Ronny Egeler, Uwe Meinz, Steffen Liersch, Anna Schmidt |
| 2013 | CIKM | A survey of noise reduction methods for distant supervision. | Benjamin Roth, Tassilo Barth, Michael Wiegand, Dietrich Klakow |
| 2013 | CIKM | Feature-based models for improving the quality of noisy training data for relation extraction. | Benjamin Roth, Dietrich Klakow |
| 2013 | EMNLP | Combining Generative and Discriminative Model Scores for Distant Supervision. | Benjamin Roth, Dietrich Klakow |
| 2013 | ICASSP | A probabilistic framework for multiple speaker localization. | Youssef Oualil, Mathew Magimai-Doss, Friedrich Faubel, Dietrich Klakow |
| 2013 | ICASSP | Comparing RNNs and log-linear interpolation of improved skip-model on four Babel languages: Cantonese, Pashto, Tagalog, Turkish. | Mittul Singh, Dietrich Klakow |
| 2013 | IJCNLP | Towards Contextual Healthiness Classification of Food Items - A Linguistic Approach. | Michael Wiegand, Dietrich Klakow |
| 2013 | Interspeech | Transducer-based speech recognition with dynamic language models. | Munir Georges, Stephan Kanthak, Dietrich Klakow |
| 2013 | Interspeech | An unsupervised Bayesian classifier for multiple speaker detection and localization. | Youssef Oualil, Friedrich Faubel, Dietrich Klakow |
| 2013 | NAACL | Predicative Adjectives: An Unsupervised Criterion to Extract Subjective Adjectives. | Michael Wiegand, Josef Ruppenhofer, Dietrich Klakow |
| 2012 | EACL | Generalization Methods for In-Domain and Cross-Domain Opinion Holder Extraction. | Michael Wiegand, Dietrich Klakow |
| 2012 | Interspeech | Joint detection and localization of multiple speakers using a probabilistic interpretation of the steered response power. | Youssef Oualil, Mathew Magimai-Doss, Friedrich Faubel, Dietrich Klakow |
| 2012 | Interspeech | Knowledge-Based Word Lattice Rescoring in a Dynamic Context. | Todd Shore, Friedrich Faubel, Hartmut Helmke, Dietrich Klakow |
| 2012 | Interspeech | Multi-channel speech separation with soft time-frequency masking. | Rahil Mahdian Toroghi, Friedrich Faubel, Dietrich Klakow |
| 2012 | IUI | Mobile texting: can post-ASR correction solve the issues? an experimental study on gain vs. costs. | Michael Feld, Saeedeh Momtazi, Farina Freigang, Dietrich Klakow, Christian A. Mller |
| 2012 | LREC | Task-Driven Linguistic Analysis based on an Underspecified Features Representation. | Stasinos Konstantopoulos, Valia Kordoni, Nicola Cancedda, Vangelis Karkaletsis, Dietrich Klakow, Jean-Michel Renders |
| 2012 | LREC | A Gold Standard for Relation Extraction in the Food Domain. | Michael Wiegand, Benjamin Roth, Eva Lasarcyk, Stephanie Kser, Dietrich Klakow |
| 2012 | NLDB | Web-Based Relation Extraction for the Food Domain. | Michael Wiegand, Benjamin Roth, Dietrich Klakow |
| 2011 | CIKM | Trained trigger language model for sentence retrieval in QA: bridging the vocabulary gap. | Saeedeh Momtazi, Dietrich Klakow |
| 2011 | Interspeech | A Model-Based Spectral Envelope Wiener Filter for Perceptually Motivated Speech Enhancement. | Najib Hadir, Friedrich Faubel, Dietrich Klakow |
| 2011 | RANLP | Prototypical Opinion Holders: What We can Learn from Experts and Analysts. | Michael Wiegand, Dietrich Klakow |
| 2010 | ACL | A survey on the role of negation in sentiment analysis. | Michael Wiegand, Alexandra Balahur, Benjamin Roth, Dietrich Klakow, Andrs Montoyo |
| 2010 | ICASSP | An adaptive level of detail approach to nonlinear estimation. | Friedrich Faubel, Dietrich Klakow |
| 2010 | ICASSP | On expectation maximization based channel and noise estimation beyond the vector Taylor series expansion. | Friedrich Faubel, John W. McDonough, Dietrich Klakow |
| 2010 | Interspeech | Estimating noise from noisy speech features with a monte carlo variant of the expectation maximization algorithm. | Friedrich Faubel, Dietrich Klakow |
| 2010 | Interspeech | Within and across sentence boundary language model. | Saeedeh Momtazi, Friedrich Faubel, Dietrich Klakow |
| 2010 | LREC | A Named Entity Labeler for German: Exploiting Wikipedia and Distributional Clusters. | Grzegorz Chrupala, Dietrich Klakow |
| 2010 | LREC | Predictive Features for Detecting Indefinite Polar Sentences. | Michael Wiegand, Dietrich Klakow |
| 2010 | LREC | Paragraph Acquisition and Selection for List Question Using Amazon's Mechanical Turk. | Fang Xu, Dietrich Klakow |
| 2010 | NAACL | A Comparative Study of Word Co-occurrence for Term Clustering in Language Model-based Sentence Retrieval. | Saeedeh Momtazi, Sanjeev Khudanpur, Dietrich Klakow |
| 2010 | NAACL | Convolution Kernels for Opinion Holder Extraction. | Michael Wiegand, Dietrich Klakow |
| 2010 | SIGIR | Hierarchical pitman-yor language model for information retrieval. | Saeedeh Momtazi, Dietrich Klakow |
| 2010 | SIGIR | Cross-language retrieval using link-based language models. | Benjamin Roth, Dietrich Klakow |
| 2009 | CIKM | A word clustering approach for language model-based sentence retrieval in question answering systems. | Saeedeh Momtazi, Dietrich Klakow |
| 2009 | EPIA | Topic-Related Polarity Classification of Blog Sentences. | Michael Wiegand, Dietrich Klakow |
| 2009 | FlAIRS | The Role of Knowledge-based Features in Polarity Classification at Sentence Level. | Michael Wiegand, Dietrich Klakow |
| 2009 | ICASSP | Bounded conditional mean imputation with Gaussian mixture models: A reconstruction approach to partly occluded features. | Friedrich Faubel, John W. McDonough, Dietrich Klakow |
| 2009 | ICASSP | Impact of novel sources on content-based image and video retrieval. | Arnab Ghoshal, Sanjeev Khudanpur, Dietrich Klakow |
| 2009 | ISDA | A Combined Query Expansion Technique for Retrieving Opinions from Blogs. | Saeedeh Momtazi, Stefan Kazalski, Dietrich Klakow |
| 2008 | ECIR | Optimizing Language Models for Polarity Classification. | Michael Wiegand, Dietrich Klakow |
| 2008 | ICASSP | Filter bank design based on minimization of individual aliasing terms for minimum mutual information subband adaptive beamforming. | Ken'ichi Kumatani, John W. McDonough, S. Schachl, Dietrich Klakow, Philip N. Garner, Weifeng Li |
| 2008 | Interspeech | A phase-averaged model for the relationship between noisy speech, clean speech and noise in the log-mel domain. | Friedrich Faubel, John W. McDonough, Dietrich Klakow |
| 2008 | LREC | Cost-Sensitive Learning in Answer Extraction. | Michael Wiegand, Jochen L. Leidner, Dietrich Klakow |
| 2007 | ASRU | An algorithm for fast composition of weighted finite-state transducers. | John W. McDonough, Emilian Stoimenov, Dietrich Klakow |
| 2007 | ECIR | Language Model Based Query Classification. | Andreas Merkel, Dietrich Klakow |
| 2007 | Interspeech | Improved methods for language model based question classification. | Andreas Merkel, Dietrich Klakow |
| 2007 | SIGIR | Combining term-based and event-based matching for question answering. | Michael Wiegand, Jochen L. Leidner, Dietrich Klakow |
| 2006 | ACL | Exploring Correlation of Dependency Relation Paths for Answer Extraction. | Dan Shen, Dietrich Klakow |
| 2006 | ICASSP | Using Regional Information in Language Model Based Automatic Concept Annotation and Retrieval Of Video. | Dietrich Klakow |
| 2006 | Interspeech | Language model adaptation for tiny adaptation corpora. | Dietrich Klakow |
| 2006 | LREC | Building an Evaluation Corpus for German Question Answering by Harvesting Wikipedia. | Irene M. Cramer, Jochen L. Leidner, Dietrich Klakow |
| 2005 | CW | A Statistical Classification Approach to Question Answering using Web Data. | Edward W. D. Whittaker, Sadaoki Furui, Dietrich Klakow |
| 2005 | IJCNLP | Exploring Syntactic Relation Patterns for Question Answering. | Dan Shen, Geert-Jan M. Kruijff, Dietrich Klakow |
| 2003 | Interspeech | Information retrieval based call classification. | Jan Kneissler, Anne K. Kienappel, Dietrich Klakow |
| 2002 | ICPR | Robustness of Linear Discriminant Analysis in Automatic Speech Recognitio. | Marcel Katz, Hans-Gnter Meier, Hans Dolfing, Dietrich Klakow |
| 2002 | Interspeech | Efficient construction of long-range language models using log-linear interpolation. | Edward W. D. Whittaker, Dietrich Klakow |
| 2001 | ICASSP | Generation and expansion of word graphs using long span context information. | Christoph Neukirchen, Dietrich Klakow, Xavier L. Aubert |
| 2001 | Interspeech | Speech recognition for huge vocabularies by using optimized sub-word units. | Jan Kneissler, Dietrich Klakow |
| 2000 | ICASSP | Selecting articles from the language model training corpus. | Dietrich Klakow |
| 2000 | ICASSP | Long range language models for free spelling recognition. | Frank Thiele, Bernhard Rueber, Dietrich Klakow |
| 1999 | Interspeech | The philips/RWTH system for transcription of broadcast news. | Peter Beyerlein, Xavier L. Aubert, Reinhold Haeb-Umbach, Matthew Harris, Dietrich Klakow, Andreas Wendemuth, Sirko Molau, Michael Pitz, Achim Sixtus |
| 1999 | Interspeech | OOV-detection in large vocabulary system using automatically defined word-fragments as fillers. | Dietrich Klakow, Georg Rose, Xavier L. Aubert |
| 1998 | ICASSP | Language-model optimization by mapping of corpora. | Dietrich Klakow |
| 1998 | Interspeech | Log-linear interpolation of language models. | Dietrich Klakow |
| 1997 | Interspeech | Language model adaptation using dynamic marginals. | Reinhard Kneser, Jochen Peters, Dietrich Klakow |