The Good, the Bad and the Constructive: Automatically Measuring Peer Review's Utility for Authors
Abdelrahman Sadallah, Tim Baumgärtner, Iryna Gurevych, Ted Briscoe (2025)
EMNLP-2025 [paper] [repo]
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Identifying Aspects in Peer Reviews
Sheng Lu, Ilia Kuznetsov, Iryna Gurevych (2025)
EMNLP-2025 [paper] [repo]
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Citation Failure: Definition, Analysis and Efficient Mitigation
Jan Buchmann, Iryna Gurevych (2025)
🔥 arXiv [paper] [repo]
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ABCD-LINK: Annotation Bootstrapping for Cross-Document Fine-Grained Links
Serwar Basch, Ilia Kuznetsov, Tom Hope, Iryna Gurevych (2025)
🔥 arXiv [paper] [repo]
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Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework
Nils Dycke, Iryna Gurevych (2025)
🔥 arXiv [paper] [repo]
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Beyond "Not Novel Enough": Enriching Scholarly Critique with LLM-Assisted Feedback
Osama Mohammed Afzal, Preslav Nakov, Tom Hope, Iryna Gurevych (2025)
🔥 arXiv [paper] [repo]
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Expert Preference-based Evaluation of Automated Related Work Generation
Furkan Şahinuç, Subhabrata Dutta, Iryna Gurevych (2025)
🔥 arXiv [paper] [repo]
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Decision-Making with Deliberation: Meta-reviewing as a Document-grounded Dialogue
Sukannya Purkayastha, Nils Dycke, Anne Lauscher, Iryna Gurevych (2025)
🔥 arXiv [paper] [repo]
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STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond
Nils Dycke, Matej Zečević, Ilia Kuznetsov, Beatrix Suess, Kristian Kersting, Iryna Gurevych (2025)
ACL-2025 [paper] [repo]
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⤴️ LazyReview: A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews
Sukannya Purkayastha, Zhuang Li, Anne Lauscher, Lizhen Qu, Iryna Gurevych (2025)
ACL-2025 [paper] [repo]
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⤴️ The Nature of NLP: Analyzing Contributions in NLP Papers
Aniket Pramanick, Yufang Hou, Saif M. Mohammad, Iryna Gurevych (2025)
ACL-2025 [paper] [repo]
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⤴️ NeoQA: Evidence-based Question Answering with Generated News Events
Max Glockner, Xiang Jiang, Leonardo F. R. Ribeiro, Iryna Gurevych, Markus Dreyer (2025)
ACL-2025 [paper] [repo]
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In-depth Research Impact Summarization through Fine-Grained Temporal Citation Analysis
Hiba Arnaout, Noy Sternlicht, Tom Hope, Iryna Gurevych (2025)
🔥 arXiv [paper] [repo]
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⤴️ PeerQA: A Scientific Question Answering Dataset from Peer Reviews
Tim Baumgärtner, Ted Briscoe, Iryna Gurevych (2025)
NAACL-2025 [paper] [repo]
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⤴️ Grounding Fallacies Misrepresenting Scientific Publications in Evidence
Max Glockner, Yufang Hou, Preslav Nakov, Iryna Gurevych (2025)
NAACL-2025 [paper] [repo]
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⤴️ COVE: COntext and VEracity prediction for out-of-context images
Jonathan Tonglet, Gabriel Thiem, Iryna Gurevych (2025)
NAACL-2025 [paper] [repo]
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⤴️ GRITHopper: Decomposition-Free Multi-Hop Dense Retrieval
Justus-Jonas Erker, Nils Reimers, Iryna Gurevych (2025)
🔥 arXiv [paper] [repo]
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Attribute or Abstain: Large Language Models as Long Document Assistants
Jan Buchmann, Xiao Liu, Iryna Gurevych (2024)
EMNLP-2024 [paper] [repo]
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⤴️ “Image, Tell me your story!” Predicting the original meta-context of visual misinformation
Jonathan Tonglet, Marie-Francine Moens, Iryna Gurevych (2024)
EMNLP-2024 [paper] [repo]
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M2QA: A Multi-domain Multilingual Question Answering Benchmark Dataset
Leon Engländer, Hannah Sterz, Clifton Poth, Jonas Pfeiffer, Ilia Kuznetsov, Iryna Gurevych (2024)
EMNLP-2024 Findings [paper] [repo]
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Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions
Qian Ruan, Ilia Kuznetsov, Iryna Gurevych (2024)
EMNLP-2024 [paper] [repo]
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Re3: A Holistic Framework and Dataset for Modeling Collaborative Document Revision
Qian Ruan, Ilia Kuznetsov, Iryna Gurevych (2024)
ACL-2024 [paper] [repo]
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Systematic Task Exploration with LLMs: A Study in Citation Text Generation
Furkan Şahinuç, Ilia Kuznetsov, Yufang Hou, Iryna Gurevych (2024)
ACL-2024 [paper] [repo]
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⤴️ HDT: Hierarchical Document Transformer
Haoyu He, Markus Flicke, Jan Buchmann, Iryna Gurevych, Andreas Geiger (2024)
COLM-2024 [paper] [repo]
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⤴️ Missci: Reconstructing Fallacies in Misrepresented Science
Max Glockner, Yufang Hou, Preslav Nakov, Iryna Gurevych (2024)
ACL-2024 [paper] [repo]
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What Can Natural Language Processing Do for Peer Review?
Ilia Kuznetsov, Osama Mohammed Afzal, Koen Dercksen, Nils Dycke, Alexander Goldberg, Tom Hope, Dirk Hovy, Jonathan K. Kummerfeld, Anne Lauscher, Kevin Leyton-Brown, Sheng Lu, Mausam, Margot Mieskes, Aurélie Névéol, Danish Pruthi, Lizhen Qu... [+8] (2024)
🔥 arXiv [paper] [repo]
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Document Structure in Long Document Transformers
Jan Buchmann, Max Eichler, Jan-Micha Bodensohn, Ilia Kuznetsov, Iryna Gurevych (2024)
EACL-2024 [paper] [repo]
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CiteBench: A benchmark for Scientific Citation Text Generation
Martin Funkquist, Ilia Kuznetsov, Yufang Hou, Iryna Gurevych (2023)
EMNLP-2023 [paper] [repo]
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Overview of PragTag-2023: Low-Resource Multi-Domain Pragmatic Tagging of Peer Reviews
Nils Dycke, Ilia Kuznetsov, Iryna Gurevych (2023)
Proceedings of the 10th Workshop on Argument Mining [paper] [repo]
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⤴️ Exploring Jiu-Jitsu Argumentation for Writing Peer Review Rebuttals
Sukannya Purkayastha, Anne Lauscher, Iryna Gurevych (2023)
EMNLP-2023 [paper] [repo]
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NLPeer: A Unified Resource for the Computational Study of Peer Review
Nils Dycke, Ilia Kuznetsov, Iryna Gurevych (2023)
ACL-2023 [paper] [repo]
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CARE: Collaborative AI-Assisted Reading Environment
Dennis Zyska, Nils Dycke, Jan Buchmann, Ilia Kuznetsov, Iryna Gurevych (2023)
ACL-2023 [paper] [repo]
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An Inclusive Notion of Text
Ilia Kuznetsov, Iryna Gurevych (2023)
ACL-2023 [paper]
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Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond
Nils Dycke, Ilia Kuznetsov, Iryna Gurevych (2022)
Findings of EMNLP [paper] [repo]
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Revise and Resubmit: An Intertextual Model of Text-based Collaboration in Peer Review
Ilia Kuznetsov, Jan Buchmann, Max Eichler, Iryna Gurevych (2022)
Computational Linguistics, 48(4) [paper] [repo]
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Assisting Decision Making in Scholarly Peer Review: A Preference Learning Perspective
Nils Dycke, Edwin Simpson, Ilia Kuznetsov, Iryna Gurevych (2022)
arXiv [paper]
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Does My Rebuttal Matter? Insights from a Major NLP Conference
Yang Gao, Steffen Eger, Ilia Kuznetsov, Iryna Gurevych, Yusuke Miyao (2019)
NAACL [paper] [repo]
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