Publications

Accepted Publications (Preprints)

Haritz Puerto, Gözde Şahin and Iryna Gurevych

MetaQA: Combining Expert Agents for Multi-Skill Question Answering. In EACL, 2023.

Mohsen Mesgar, Thy Thy Tran, Goran Glavas, Iryna Gurevych

The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification. In EACL, 2023.

Jan-Christoph Klie, Ji-Ung Lee, Kevin Stowe, Gözde Şahin, Nafise Sadat Moosavi, Luke Bates, Dominic Petrak, Richard Eckart de Castilho and Iryna Gurevych

Lessons Learned from a Citizen Science Project for Natural Language Processing. In EACL, 2023.

Jakub Macina, Nico Daheim, Lingzhi Wang, Tanmay Sinha, Manu Kapur, Iryna Gurevych and Mrinmaya Sachan

Opportunities and Challenges in Neural Dialog Tutoring. In EACL, 2023.

Haishuo Fang, Ji-Ung Lee, Nafise Sadat Moosavi, Iryna Gurevych

Transformers with Learnable Activation Functions. In findings EACL 2023.

Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych

Delving Deeper into Cross-lingual Visual Question Answering. In findings EACL 2023.

Max Glockner, Yufang Hou, Iryna Gurevych

Missing Counter--Evidence Render NLP Fact-Checking Unrealistic for Misinformation. In EMNLP, 2022.

Tim Baumgärtner, Leonardo F. R. Ribeiro, Nils Reimers, Iryna Gurevych

Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking. In EMNLP, 2022.

Chen Liu, Gregor Geigle, Robin Krebs, Iryna Gurevych

FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated Memes. In EMNLP, 2022.

Manuel Senge, Timour Igamberdiev, Ivan Habernal

One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks. In EMNLP, 2022.

Aniket Pramanick, Tilman Beck, Kevin Stowe, Iryna Gurevych

The challenges of temporal alignment on Twitter during crisis. In EMNLP, 2022.

Nils Dycke, Ilia Kuznetsov, Iryna Gurevych

Yes-Yes-Yes: Donation-based Peer Reviewing Data Collection for ACL Rolling Review and Beyond. In EMNLP, 2022.

Nico Daheim, David Thulke, Christian Dugast, Hermann Ney

Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model. In EMNLP, 2022.

Irina Bigoulaeva, Rachneet Sachdeva, Harish Tayyar Madabushi, Aline Villavicencio, Iryna Gurevych

Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5. In FigLang EMNLP workshop, 2022.

Lewis Tunstall, Nils Reimers, Unso Eun Seo Jo, Luke Bates, Daniel Korat, Moshe Wasserblat, Oren Pereg

Efficient Few-Shot Learning Without Prompts. In ENLSP NeurIPS Workshop, 2022.

Tobias Mayer, Neha Warikoo, Oliver Grimm, Andreas Reif, Iryna Gurevych

GDPR compliant collection of Therapist-Patient-Dialogues. In NeurIPS 2022 Workshop PAI4MH.

Neha Warikoo, Tobias Mayer, Dana Atzil-Slonim, Amir Eliassaf, Shira Haimovitz, Iryna Gurevych

NLP meets psychotherapy: Using predicted client emotions and self-reported client emotions to measure emotional coherence. In NeurIPS 2022 Workshop PAI4MH.

Preprints

Chen Cecilia Liu, Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych

Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. In arXiv 2023.

Haau-Sing Li, Mohsen Mesgar, André F. T. Martins, Iryna Gurevych

Asking Clarification Questions for Code Generation in General-Purpose Programming Language. In arXiv 2022.

Ilia Kuznetsov, Iryna Gurevych

An Inclusive Notion of Text. In arXiv 2022.

Nils Dycke, Ilia Kuznetsov, Iryna Gurevych

NLPeer: A Unified Resource for the Computational Study of Peer Review. In arXiv 2022.

Tilman Beck, Andreas Waldis, Iryna Gurevych

Contextual information integration for stance detection via cross-attention. In arXiv 2022.

Marcos Treviso, Tianchu Ji, Ji-Ung Lee, Betty van Aken, Qingqing Cao, Manuel R. Ciosici, Michael Hassid, Kenneth Heafield, Sara Hooker, Pedro H. Martins, André F. T. Martins, Peter Milder, Colin Raffel, Edwin Simpson, Noam Slonim, Niranjan Balasubramanian, Leon Derczynski, Roy Schwartz

Efficient Methods for Natural Language Processing: A Survey. In arXiv 2022.

Ivan Habernal, Daniel Faber, Nicola Recchia, Sebastian Bretthauer, Iryna Gurevych, Indra Spiecker genannt Döhmann, Christoph Burchard

Mining Legal Arguments in Court Decisions. In arXiv 2022.

Benjamin Schiller, Johannes Daxenberger, Iryna Gurevych

On the Effect of Sample and Topic Sizes for Argument Mining Datasets. In arXiv 2022.

Dominic Petrak, Nafise Sadat Moosavi, Iryna Gurevych

Improving the Numerical Reasoning Skills of Pretrained Language Models. In arXiv 2022.

Federico Ruggeri, Mohsen Mesgar, Iryna Gurevych

ArgSciChat: A Dataset for Argumentative Dialogues on Scientific Papers. In arXiv 2022.

Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych

Delving Deeper into Cross-lingual Visual Question Answering. In arXiv 2022.

Irina Bigoulaeva, Viktor Hangya, Iryna Gurevych, Alexander Fraser

Addressing the Challenges of Cross-Lingual Hate Speech Detection. In arXiv 2022.

Nils Dycke, Edwin Simpson, Ilia Kuznetsov, Iryna Gurevych

Assisting Decision Making in Scholarly Peer Review: A Preference Learning Perspective. In arXiv 2021.

James Thorne, Max Glockner, Gisela Vallejo, Andreas Vlachos, Iryna Gurevych

Evidence-based Verification for Real World Information Needs. In arXiv 2021.

Publications

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