Iryna Gurevych

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 443

Top Venues

University of Duisburg-Essen, Germany (PHD)

Education History

University of Duisburg-Essen, Germany

PHD

Publications

Haritz Puerto, Martin Tutek, Somak Aditya, Xiaodan Zhu, Iryna Gurevych
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs. 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)
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)
Jan Buchmann, Max Eichler, Jan-Micha Bodensohn, Ilia Kuznetsov, Iryna Gurevych
Document Structure in Long Document Transformers. CoRR (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)
Andreas Waldis, Yufang Hou, Iryna Gurevych
Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization. CoRR (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)
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)
Jan-Christoph Klie, Richard Eckart de Castilho, Iryna Gurevych
Analyzing Dataset Annotation Quality Management in the Wild. CoRR (2023)
Jakub Macina, Nico Daheim, Lingzhi Wang, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
Opportunities and Challenges in Neural Dialog Tutoring. CoRR (2023)
Sukannya Purkayastha, Anne Lauscher, Iryna Gurevych
Exploring Jiu-Jitsu Argumentation for Writing Peer Review Rebuttals. EMNLP (2023)
Dominic Petrak, Nafise Sadat Moosavi, Iryna Gurevych
Arithmetic-Based Pretraining Improving Numeracy of Pretrained Language Models. *SEM@ACL (2023)
Irina Bigoulaeva, Viktor Hangya, Iryna Gurevych, Alexander Fraser
Label modification and bootstrapping for zero-shot cross-lingual hate speech detection. Lang. Resour. Evaluation 57 (4) (2023)
Sukannya Purkayastha, Anne Lauscher, Iryna Gurevych
Exploring Jiu-Jitsu Argumentation for Writing Peer Review Rebuttals. CoRR (2023)
Jakub Macina, Nico Daheim, Sankalan Pal Chowdhury, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems. EMNLP (Findings) (2023)
Haritz Puerto, Tim Baumgärtner, Rachneet Sachdeva, Haishuo Fang, Hao Zhang, Sewin Tariverdian, Kexin Wang, Iryna Gurevych
UKP-SQuARE v3: A Platform for Multi-Agent QA Research. ACL (demo) (2023)
Rachneet Sachdeva, Martin Tutek, Iryna Gurevych
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration. CoRR (2023)
Aniket Pramanick, Yufang Hou, Iryna Gurevych
A Diachronic Analysis of the NLP Research Paradigm Shift: When, How, and Why? CoRR (2023)
Nils Dycke, Ilia Kuznetsov, Iryna Gurevych
NLPeer: A Unified Resource for the Computational Study of Peer Review. ACL (1) (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. Frontiers Robotics AI 10 (2023)
Yongxin Huang, Kexin Wang, Sourav Dutta, Raj Nath Patel, Goran Glavas, Iryna Gurevych
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification. CoRR (2023)
Haishuo Fang, Haritz Puerto, Iryna Gurevych
UKP-SQuARE: An Interactive Tool for Teaching Question Answering. BEA@ACL (2023)
Sheng Lu, Hendrik Schuff, Iryna Gurevych
How are Prompts Different in Terms of Sensitivity? CoRR (2023)
Sheng Lu, Irina Bigoulaeva, Rachneet Sachdeva, Harish Tayyar Madabushi, Iryna Gurevych
Are Emergent Abilities in Large Language Models just In-Context Learning? CoRR (2023)
Sheng Lu, Shan Chen, Yingya Li, Danielle S. Bitterman, Guergana Savova, Iryna Gurevych
Measuring Pointwise $\mathcal{V}$-Usable Information In-Context-ly. CoRR (2023)
Jakub Macina, Nico Daheim, Sankalan Pal Chowdhury, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems. CoRR (2023)
Ulf A. Hamster, Ji-Ung Lee, Alexander Geyken, Iryna Gurevych
Rediscovering Hashed Random Projections for Efficient Quantization of Contextualized Sentence Embeddings. CoRR (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? CoRR (2023)
Tianyu Yang, Thy Thy Tran, Iryna Gurevych
Dior-CVAE: Pre-trained Language Models and Diffusion Priors for Variational Dialog Generation. EMNLP (Findings) (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. EACL (2023)
Jiahui Geng, Fengyu Cai, Yuxia Wang, Heinz Koeppl, Preslav Nakov, Iryna Gurevych
A Survey of Language Model Confidence Estimation and Calibration. CoRR (2023)
Haritz Puerto, Gözde Gül Sahin, Iryna Gurevych
MetaQA: Combining Expert Agents for Multi-Skill Question Answering. EACL (2023)
Luke Bates, Iryna Gurevych
Like a Good Nearest Neighbor: Practical Content Moderation with Sentence Transformers. CoRR (2023)
Gregor Geigle, Chen Liu, Jonas Pfeiffer, Iryna Gurevych
One does not fit all! On the Complementarity of Vision Encoders for Vision and Language Tasks. RepL4NLP@ACL (2023)
Kexin Wang, Nils Reimers, Iryna Gurevych
DAPR: A Benchmark on Document-Aware Passage Retrieval. CoRR (2023)
Haritz Puerto, Tim Baumgärtner, Rachneet Sachdeva, Haishuo Fang, Hao Zhang, Sewin Tariverdian, Kexin Wang, Iryna Gurevych
UKP-SQuARE v3: A Platform for Multi-Agent QA Research. CoRR (2023)
Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulic
Romanization-based Large-scale Adaptation of Multilingual Language Models. EMNLP (Findings) (2023)
Lorenz Stangier, Ji-Ung Lee, Yuxi Wang, Marvin Müller, Nicholas Frick, Joachim Metternich, Iryna Gurevych
TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation. AACL/IJCNLP (System Demonstrations) (2022)
Nafise Sadat Moosavi, Quentin Delfosse, Kristian Kersting, Iryna Gurevych
Adaptable Adapters. CoRR (2022)
Gregor Geigle, Chen Liu, Jonas Pfeiffer, Iryna Gurevych
One does not fit all! On the Complementarity of Vision Encoders for Vision and Language Tasks. CoRR (2022)
Benjamin Schiller, Johannes Daxenberger, Iryna Gurevych
On the Effect of Sample and Topic Sizes for Argument Mining Datasets. CoRR (2022)
Federico Ruggeri, Mohsen Mesgar, Iryna Gurevych
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific Papers. CoRR (2022)
Prasetya Utama, Joshua Bambrick, Nafise Sadat Moosavi, Iryna Gurevych
Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization. NAACL-HLT (2022)
Tim Baumgärtner, Kexin Wang, Rachneet Sachdeva, Max Eichler, Gregor Geigle, Clifton Poth, Hannah Sterz, Haritz Puerto, Leonardo F. R. Ribeiro, Jonas Pfeiffer, Nils Reimers, Gözde Gül Sahin, Iryna Gurevych
UKP-SQUARE: An Online Platform for Question Answering Research. CoRR (2022)
Ilia Kuznetsov, Iryna Gurevych
An Inclusive Notion of Text. CoRR (2022)
Rachneet Sachdeva, Haritz Puerto, Tim Baumgärtner, Sewin Tariverdian, Hao Zhang, Kexin Wang, Hossain Shaikh Saadi, Leonardo F. R. Ribeiro, Iryna Gurevych
UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA. AACL/IJCNLP (System Demonstrations) (2022)
Lorenz Stangier, Ji-Ung Lee, Yuxi Wang, Marvin Müller, Nicholas Frick, Joachim Metternich, Iryna Gurevych
TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation. CoRR (2022)
Tilman Beck, Andreas Waldis, Iryna Gurevych
Contextual information integration for stance detection via cross-attention. CoRR (2022)
Max Glockner, Yufang Hou, Iryna Gurevych
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation. EMNLP (2022)
Anxo Pérez, Neha Warikoo, Kexin Wang, Javier Parapar, Iryna Gurevych
Semantic Similarity Models for Depression Severity Estimation. CoRR (2022)
Aniket Pramanick, Tilman Beck, Kevin Stowe, Iryna Gurevych
The challenges of temporal alignment on Twitter during crises. EMNLP (Findings) (2022)
Leonardo Ribeiro, Mengwen Liu, Iryna Gurevych, Markus Dreyer, Mohit Bansal
FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations. NAACL-HLT (2022)
Ivan Habernal, Daniel Faber, Nicola Recchia, Sebastian Bretthauer, Iryna Gurevych, Indra Spiecker genannt Döhmann, Christoph Burchard
Mining Legal Arguments in Court Decisions. CoRR (2022)
Ilia Kuznetsov, Jan Buchmann, Max Eichler, Iryna Gurevych
Revise and Resubmit: An Intertextual Model of Text-based Collaboration in Peer Review. Comput. Linguistics 48 (4) (2022)
Iryna Gurevych, Michael Kohler, Gözde Gül Sahin
On the Rate of Convergence of a Classifier Based on a Transformer Encoder. IEEE Trans. Inf. Theory 68 (12) (2022)
Iryna Gurevych
Detect - Debunk - Communicate: Combating Misinformation with More Realistic NLP. COMMA (2022)
Tobias Mayer, Neha Warikoo, Oliver Grimm, Andreas Reif, Iryna Gurevych
GDPR Compliant Collection of Therapist-Patient-Dialogues. CoRR (2022)
Prasetya Ajie Utama, Joshua Bambrick, Nafise Sadat Moosavi, Iryna Gurevych
Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization. CoRR (2022)
Leonardo F. R. Ribeiro, Mengwen Liu, Iryna Gurevych, Markus Dreyer, Mohit Bansal
FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations. CoRR (2022)
Haau-Sing Li, Mohsen Mesgar, André F. T. Martins, Iryna Gurevych
Asking Clarification Questions for Code Generation in General-Purpose Programming Language. CoRR (2022)
Tim Baumgärtner, Leonardo F. R. Ribeiro, Nils Reimers, Iryna Gurevych
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking. CoRR (2022)
Jan-Christoph Klie, Bonnie Webber, Iryna Gurevych
Annotation Error Detection: Analyzing the Past and Present for a More Coherent Future. CoRR (2022)
Irina Bigoulaeva, Rachneet Sachdeva, Harish Tayyar Madabushi, Aline Villavicencio, Iryna Gurevych
Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5. CoRR (2022)
Andreas Waldis, Tilman Beck, Iryna Gurevych
Composing Structure-Aware Batches for Pairwise Sentence Classification. ACL (Findings) (2022)
Rachneet Sachdeva, Haritz Puerto, Tim Baumgärtner, Sewin Tariverdian, Hao Zhang, Kexin Wang, Hossain Shaikh Saadi, Leonardo F. R. Ribeiro, Iryna Gurevych
UKP-SQuARE v2 Explainability and Adversarial Attacks for Trustworthy QA. CoRR (2022)
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. CoRR (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Iryna Gurevych