Iryna Gurevych

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 489

Top Venues

University of Duisburg-Essen, Germany (PHD)

Education History

University of Duisburg-Essen, Germany

PHD

Publications

Haishuo Fang, Xiaodan Zhu, Iryna Gurevych
InferAct: Inferring Safe Actions for LLM-Based Agents Through Preemptive Evaluation and Human Feedback. CoRR (2024)
Max Glockner, Yufang Hou, Preslav Nakov, Iryna Gurevych
Missci: Reconstructing Fallacies in Misrepresented Science. ACL (1) (2024)
Haritz Puerto, Martin Tutek, Somak Aditya, Xiaodan Zhu, Iryna Gurevych
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs. CoRR (2024)
Haoyu He, Markus Flicke, Jan Buchmann, Iryna Gurevych, Andreas Geiger
HDT: Hierarchical Document Transformer. CoRR (2024)
Andreas Waldis, Yufang Hou, Iryna Gurevych
Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization. EACL (Findings) (2024)
Neele Falk, Andreas Waldis, Iryna Gurevych
Overview of PerpectiveArg2024: The First Shared Task on Perspective Argument Retrieval. CoRR (2024)
Dominic Petrak, Thy Thy Tran, Iryna Gurevych
Learning from Emotions, Demographic Information and Implicit User Feedback in Task-Oriented Document-Grounded Dialogues. CoRR (2024)
Indraneil Paul, Jun Luo, Goran Glavas, Iryna Gurevych
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators. CoRR (2024)
Chen Cecilia Liu, Iryna Gurevych, Anna Korhonen
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art. CoRR (2024)
Haritz Puerto, Tilek Chubakov, Xiaodan Zhu, Harish Tayyar Madabushi, Iryna Gurevych
Fine-Tuning with Divergent Chains of Thought Boosts Reasoning Through Self-Correction in Language Models. CoRR (2024)
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, Roy Schwartz, Noah A. Smith, Thamar Solorio, Jingyan Wang, Xiaodan Zhu, Anna Rogers, Nihar B. Shah, Iryna Gurevych
What Can Natural Language Processing Do for Peer Review? CoRR (2024)
Ahmed Elshabrawy, Yongxin Huang, Iryna Gurevych, Alham Fikri Aji
Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning. CoRR (2024)
Iryna Gurevych, Anna Rogers, Nihar B. Shah, Jingyan Wang
Reviewer No. 2: Old and New Problems in Peer Review (Dagstuhl Seminar 24052). Dagstuhl Reports 14 (1) (2024)
Kexin Wang, Nils Reimers, Iryna Gurevych
DAPR: A Benchmark on Document-Aware Passage Retrieval. ACL (1) (2024)
Leon Engländer, Hannah Sterz, Clifton Poth, Jonas Pfeiffer, Ilia Kuznetsov, Iryna Gurevych
M2QA: Multi-domain Multilingual Question Answering. CoRR (2024)
Andreas Waldis, Yotam Perlitz, Leshem Choshen, Yufang Hou, Iryna Gurevych
Holmes: Benchmark the Linguistic Competence of Language Models. CoRR (2024)
Fajri Koto, Tilman Beck, Zeerak Talat, Iryna Gurevych, Timothy Baldwin
Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon. CoRR (2024)
Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Osama Mohammed Afzal, Tarek Mahmoud, Giovanni Puccetti, Thomas Arnold, Chenxi Whitehouse, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection. CoRR (2024)
Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Chenxi Whitehouse, Osama Mohammed Afzal, Tarek Mahmoud, Toru Sasaki, Thomas Arnold, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection. EACL (1) (2024)
Tilman Beck, Hendrik Schuff, Anne Lauscher, Iryna Gurevych
Sensitivity, Performance, Robustness: Deconstructing the Effect of Sociodemographic Prompting. EACL (1) (2024)
Sheng Lu, Hendrik Schuff, Iryna Gurevych
How are Prompts Different in Terms of Sensitivity? NAACL-HLT (2024)
Jan Buchmann, Max Eichler, Jan-Micha Bodensohn, Ilia Kuznetsov, Iryna Gurevych
Document Structure in Long Document Transformers. CoRR (2024)
Jiahui Geng, Fengyu Cai, Yuxia Wang, Heinz Koeppl, Preslav Nakov, Iryna Gurevych
A Survey of Confidence Estimation and Calibration in Large Language Models. NAACL-HLT (2024)
Chen Liu, Fajri Koto, Timothy Baldwin, Iryna Gurevych
Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings. NAACL-HLT (2024)
Sheng Lu, Irina Bigoulaeva, Rachneet Sachdeva, Harish Tayyar Madabushi, Iryna Gurevych
Are Emergent Abilities in Large Language Models just In-Context Learning? ACL (1) (2024)
Yongxin Huang, Kexin Wang, Goran Glavas, Iryna Gurevych
Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment. CoRR (2024)
Nico Daheim, Thomas Möllenhoff, Edoardo M. Ponti, Iryna Gurevych, Mohammad Emtiyaz Khan
Model Merging by Uncertainty-Based Gradient Matching. ICLR (2024)
Fajri Koto, Tilman Beck, Zeerak Talat, Iryna Gurevych, Timothy Baldwin
Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon. EACL (1) (2024)
Ivan Habernal, Daniel Faber, Nicola Recchia, Sebastian Bretthauer, Iryna Gurevych, Indra Spiecker genannt Döhmann, Christoph Burchard
Mining legal arguments in court decisions. Artif. Intell. Law 32 (3) (2024)
Jan Buchmann, Max Eichler, Jan-Micha Bodensohn, Ilia Kuznetsov, Iryna Gurevych
Document Structure in Long Document Transformers. EACL (1) (2024)
Jiahui Geng, Yova Kementchedjhieva, Preslav Nakov, Iryna Gurevych
Multimodal Large Language Models to Support Real-World Fact-Checking. CoRR (2024)
Hovhannes Tamoyan, Hendrik Schuff, Iryna Gurevych
LLM Roleplay: Simulating Human-Chatbot Interaction. CoRR (2024)
Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Osama Mohammed Afzal, Tarek Mahmoud, Giovanni Puccetti, Thomas Arnold, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection. ACL (1) (2024)
Furkan Sahinuç, Ilia Kuznetsov, Yufang Hou, Iryna Gurevych
Systematic Task Exploration with LLMs: A Study in Citation Text Generation. ACL (1) (2024)
Fengyu Cai, Xinran Zhao, Hongming Zhang, Iryna Gurevych, Heinz Koeppl
GeoHard: Towards Measuring Class-wise Hardness through Modelling Class Semantics. CoRR (2024)
Ji-Ung Lee, Marc E. Pfetsch, Iryna Gurevych
Constrained C-Test Generation via Mixed-Integer Programming. CoRR (2024)
Justus-Jonas Erker, Florian Mai, Nils Reimers, Gerasimos Spanakis, Iryna Gurevych
Triple-Encoders: Representations That Fire Together, Wire Together. ACL (1) (2024)
Fengyu Cai, Xinran Zhao, Hongming Zhang, Iryna Gurevych, Heinz Koeppl
GeoHard: Towards Measuring Class-wise Hardness through Modelling Class Semantics. ACL (Findings) (2024)
Haishuo Fang, Xiaodan Zhu, Iryna Gurevych
DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs. ACL (Findings) (2024)
Nico Daheim, Nouha Dziri, Mrinmaya Sachan, Iryna Gurevych, Edoardo M. Ponti
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation. NAACL-HLT (2024)
Chen Liu, Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. NAACL-HLT (2024)
Chen Cecilia Liu, Iryna Gurevych
Early Period of Training Impacts Out-of-Distribution Generalization. CoRR (2024)
Qian Ruan, Ilia Kuznetsov, Iryna Gurevych
Re3: A Holistic Framework and Dataset for Modeling Collaborative Document Revision. CoRR (2024)
Anmol Goel, Nico Daheim, Iryna Gurevych
Socratic Reasoning Improves Positive Text Rewriting. CoRR (2024)
Furkan Sahinuç, Ilia Kuznetsov, Yufang Hou, Iryna Gurevych
Systematic Task Exploration with LLMs: A Study in Citation Text Generation. CoRR (2024)
Nico Daheim, Jakub Macina, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors. CoRR (2024)
Tianyu Yang, Xiaodan Zhu, Iryna Gurevych
Robust Utility-Preserving Text Anonymization Based on Large Language Models. CoRR (2024)
Luke Bates, Iryna Gurevych
Like a Good Nearest Neighbor: Practical Content Moderation and Text Classification. EACL (1) (2024)
Max Glockner, Ieva Staliunaite, James Thorne, Gisela Vallejo, Andreas Vlachos, Iryna Gurevych
AmbiFC: Fact-Checking Ambiguous Claims with Evidence. Trans. Assoc. Comput. Linguistics 12 (2024)
Fengyu Cai, Xinran Zhao, Tong Chen, Sihao Chen, Hongming Zhang, Iryna Gurevych, Heinz Koeppl
MixGR: Enhancing Retriever Generalization for Scientific Domain through Complementary Granularity. CoRR (2024)
Rachneet Sachdeva, Martin Tutek, Iryna Gurevych
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration. EACL (1) (2024)
Md Imbesat Hassan Rizvi, Xiaodan Zhu, Iryna Gurevych
SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models. ACL (1) (2024)
Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Osama Mohanned Afzal, Tarek Mahmoud, Giovanni Puccetti, Thomas Arnold, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection. CoRR (2024)
Yuesong Shen, Nico Daheim, Bai Cong, Peter Nickl, Gian Maria Marconi, Clement Bazan, Rio Yokota, Iryna Gurevych, Daniel Cremers, Mohammad Emtiyaz Khan, Thomas Möllenhoff
Variational Learning is Effective for Large Deep Networks. CoRR (2024)
Rachneet Sachdeva, Yixiao Song, Mohit Iyyer, Iryna Gurevych
Fine-grained Hallucination Detection and Mitigation in Long-form Question Answering. CoRR (2024)
Jan Buchmann, Xiao Liu, Iryna Gurevych
Attribute or Abstain: Large Language Models as Long Document Assistants. CoRR (2024)
Md Imbesat Hassan Rizvi, Xiaodan Zhu, Iryna Gurevych
SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models. CoRR (2024)
Andreas Waldis, Yufang Hou, Iryna Gurevych
Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization. CoRR (2024)
Haishuo Fang, Xiaodan Zhu, Iryna Gurevych
DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs. CoRR (2024)
Justus-Jonas Erker, Florian Mai, Nils Reimers, Gerasimos Spanakis, Iryna Gurevych
Triple-Encoders: Representations That Fire Together, Wire Together. CoRR (2024)
Qian Ruan, Ilia Kuznetsov, Iryna Gurevych
Re3: A Holistic Framework and Dataset for Modeling Collaborative Document Revision. ACL (1) (2024)
Max Glockner, Yufang Hou, Preslav Nakov, Iryna Gurevych
Missci: Reconstructing Fallacies in Misrepresented Science. CoRR (2024)
Tobias Mayer, Neha Warikoo, Amir Eliassaf, Dana Atzil-Slonim, Iryna Gurevych
Predicting Client Emotions and Therapist Interventions in Psychotherapy Dialogues. EACL (1) (2024)
Nandan Thakur, Kexin Wang, Iryna Gurevych, Jimmy Lin
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval. SIGIR (2023)
Nico Daheim, Nouha Dziri, Mrinmaya Sachan, Iryna Gurevych, Edoardo M. Ponti
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation. CoRR (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. EACL (2023)
Tilman Beck, Andreas Waldis, Iryna Gurevych
Robust Integration of Contextual Information for Cross-Target Stance Detection. *SEM@ACL (2023)
Nico Daheim, Thomas Möllenhoff, Edoardo Maria Ponti, Iryna Gurevych, Mohammad Emtiyaz Khan
Model Merging by Uncertainty-Based Gradient Matching. CoRR (2023)
Federico Ruggeri, Mohsen Mesgar, Iryna Gurevych
A Dataset of Argumentative Dialogues on Scientific Papers. ACL (1) (2023)
Anxo Pérez, Neha Warikoo, Kexin Wang, Javier Parapar, Iryna Gurevych
Semantic Similarity Models for Depression Severity Estimation. EMNLP (2023)
Tilman Beck, Hendrik Schuff, Anne Lauscher, Iryna Gurevych
How (Not) to Use Sociodemographic Information for Subjective NLP Tasks. CoRR (2023)
Martin Funkquist, Ilia Kuznetsov, Yufang Hou, Iryna Gurevych
CiteBench: A Benchmark for Scientific Citation Text Generation. EMNLP (2023)
Georgia Chalvatzaki, Ali Younes, Daljeet Nandha, An T. Le, Leonardo F. R. Ribeiro, Iryna Gurevych
Learning to Reason over Scene Graphs: A Case Study of Finetuning GPT-2 into a Robot Language Model for Grounded Task Planning. CoRR (2023)
Marcos V. Treviso, Ji-Ung Lee, Tianchu Ji, Betty van Aken, Qingqing Cao, Manuel R. Ciosici, Michael Hassid, Kenneth Heafield, Sara Hooker, Colin Raffel, Pedro Henrique Martins, André F. T. Martins, Jessica Zosa Forde, Peter A. Milder, Edwin Simpson, Noam Slonim, Jesse Dodge, Emma Strubell, Niranjan Balasubramanian, Leon Derczynski, Iryna Gurevych, Roy Schwartz
Efficient Methods for Natural Language Processing: A Survey. Trans. Assoc. Comput. Linguistics 11 (2023)
Sheng Lu, Shan Chen, Yingya Li, Danielle S. Bitterman, Guergana Savova, Iryna Gurevych
Measuring Pointwise \mathcalV-Usable Information In-Context-ly. EMNLP (Findings) (2023)
Jakub Macina, Nico Daheim, Lingzhi Wang, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
Opportunities and Challenges in Neural Dialog Tutoring. EACL (2023)
Haishuo Fang, Haritz Puerto, Iryna Gurevych
UKP-SQuARE: An Interactive Tool for Teaching Question Answering. CoRR (2023)
Yuxia Wang, Revanth Gangi Reddy, Zain Muhammad Mujahid, Arnav Arora, Aleksandr Rubashevskii, Jiahui Geng, Osama Mohammed Afzal, Liangming Pan, Nadav Borenstein, Aditya Pillai, Isabelle Augenstein, Iryna Gurevych, Preslav Nakov
Factcheck-GPT: End-to-End Fine-Grained Document-Level Fact-Checking and Correction of LLM Output. CoRR (2023)
Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych
Delving Deeper into Cross-lingual Visual Question Answering. EACL (Findings) (2023)
Yongxin Huang, Kexin Wang, Sourav Dutta, Raj Nath Patel, Goran Glavas, Iryna Gurevych
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification. EMNLP (2023)
Aniket Pramanick, Yufang Hou, Saif M. Mohammad, Iryna Gurevych
A Diachronic Analysis of Paradigm Shifts in NLP Research: When, How, and Why? EMNLP (2023)
Andreas Waldis, Iryna Gurevych
Bridging Topic, Domain, and Language Shifts: An Evaluation of Comprehensive Out-of-Distribution Scenarios. CoRR (2023)
Chen Cecilia Liu, Fajri Koto, Timothy Baldwin, Iryna Gurevych
Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings. CoRR (2023)
Ilia Kuznetsov, Iryna Gurevych
An Inclusive Notion of Text. ACL (1) (2023)
Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, Leon Engländer, Timo Imhof, Ivan Vuli, Sebastian Ruder, Iryna Gurevych, Jonas Pfeiffer
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning. EMNLP (Demos) (2023)
Ji-Ung Lee, Haritz Puerto, Betty van Aken, Yuki Arase, Jessica Zosa Forde, Leon Derczynski, Andreas Rücklé, Iryna Gurevych, Roy Schwartz, Emma Strubell, Jesse Dodge
Surveying (Dis)Parities and Concerns of Compute Hungry NLP Research. CoRR (2023)
Dennis Zyska, Nils Dycke, Jan Buchmann, Ilia Kuznetsov, Iryna Gurevych
CARE: Collaborative AI-Assisted Reading Environment. ACL (demo) (2023)
Haishuo Fang, Ji-Ung Lee, Nafise Sadat Moosavi, Iryna Gurevych
Transformers with Learnable Activation Functions. EACL (Findings) (2023)
Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulic
Romanization-based Large-scale Adaptation of Multilingual Language Models. CoRR (2023)
Chen Cecilia Liu, Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych
Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. CoRR (2023)
Tianyu Yang, Thy Thy Tran, Iryna Gurevych
Dior-CVAE: Diffusion Priors in Variational Dialog Generation. CoRR (2023)
Nils Dycke, Ilia Kuznetsov, Iryna Gurevych
Overview of PragTag-2023: Low-Resource Multi-Domain Pragmatic Tagging of Peer Reviews. ArgMining@EMNLP (2023)
Dominic Petrak, Nafise Sadat Moosavi, Ye Tian, Nikolai Rozanov, Iryna Gurevych
Learning From Free-Text Human Feedback - Collect New Datasets Or Extend Existing Ones? EMNLP (2023)
Jan-Christoph Klie, Ji-Ung Lee, Kevin Stowe, Gözde Gül Sahin, Nafise Sadat Moosavi, Luke Bates, Dominic Petrak, Richard Eckart de Castilho, Iryna Gurevych
Lessons Learned from a Citizen Science Project for Natural Language Processing. CoRR (2023)
Jan-Christoph Klie, Bonnie Webber, Iryna Gurevych
Annotation Error Detection: Analyzing the Past and Present for a More Coherent Future. Comput. Linguistics 49 (1) (2023)
Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, Leon Engländer, Timo Imhof, Ivan Vulic, Sebastian Ruder, Iryna Gurevych, Jonas Pfeiffer
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning. CoRR (2023)
Haau-Sing Li, Mohsen Mesgar, André F. T. Martins, Iryna Gurevych
Python Code Generation by Asking Clarification Questions. ACL (1) (2023)
Nandan Thakur, Kexin Wang, Iryna Gurevych, Jimmy Lin
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval. CoRR (2023)
Luke Bates, Peter Ebert Christensen, Preslav Nakov, Iryna Gurevych
A Template Is All You Meme. CoRR (2023)
Dennis Zyska, Nils Dycke, Jan Buchmann, Ilia Kuznetsov, Iryna Gurevych
CARE: Collaborative AI-Assisted Reading Environment. CoRR (2023)

Iryna Gurevych.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Iryna Gurevych