Publications

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

AmbiFC: Fact-Checking Ambiguous Claims with Evidence. In TACL 2023.

Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, Leon Englander, Timo Imhof, Ivan Vulić, Sebastian Ruder Iryna Gurevych, Jonas Pfeiffer

Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning. In EMNLP demo 2023.

Dominic Petrak, Nafise Sadat Moosavi, Ye Tian, Nikolai Rozanov and Iryna Gurevych

Learning From Free-Text Human Feedback — Collect New Datasets Or Extend Existing Ones? In EMNLP 2023.

Anxo Pérez, Neha Warikoo, Kexin Wang, Javier Parapar and Iryna Gurevych

Semantic Similarity Models for Depression Severity Estimation. In EMNLP 2023.

Martin Funkquist, Ilia Kuznetsov, Yufang Hou and Iryna Gurevych

CiteBench: A Benchmark for Scientific Citation Text Generation. In EMNLP 2023.

Sukannya Purkayastha, Anne Lauscher and Iryna Gurevych

Exploring Jiu-Jitsu Argumentation for Writing Peer Review Rebuttals. In EMNLP 2023.

Aniket Pramanick, Yufang Hou, Saif M. Mohammad and Iryna Gurevych

A Diachronic Analysis of the NLP Research Paradigm Shift: When, How, and Why? In EMNLP 2023.

Yongxin Huang, Kexin Wang, Sourav Dutta, Raj Nath Patel, Goran Glavaš and Iryna Gurevych

AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification. In EMNLP 2023.

Jonathan Tonglet, Manon Reusens, Philipp Borchert, and Bart Baesens

SEER: A Knapsack approach to Exemplar Selection for In-Context HybridQA. In EMNLP 2023.

Tianyu Yang, Thy Thy Tran, Iryna Gurevych

Dior-CVAE: Diffusion Priors in Variational Dialog Generation. In EMNLP findings 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. In EMNLP findings 2023.

Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulić

Romanization-based Large-scale Adaptation of Multilingual Language Models. In EMNLP findings 2023.

Sheng Lu, Shan Chen, Yingya Li, Danielle Bitterman, Guergana Savova and Iryna Gurevych

Measuring Pointwise V-Usable Information In-Context-ly. In EMNLP findings 2023.

Atzil-Slonim, D., Eliassaf, A., Warikoo, N., Paz, A., Haimovitz, Mayer, T., Gurevych, I.

Leveraging natural language processing to study emotional coherence in psychotherapy. In Psychotherapy.

Sheng Lu, Hendrik Schuff, Iryna Gurevych

How are Prompts Different in Terms of Sensitivity?In arXiv 2023.

Jiahui Geng, Fengyu Cai, Yuxia Wang, Heinz Koeppl, Preslav Nakov, Iryna Gurevych

A Survey of Language Model Confidence Estimation and Calibration In arXiv 2023.

Luke Bates, Peter Ebert Christensen, Preslav Nakov, Iryna Gurevych

A Template Is All You Meme In arXiv 2023.

Nico Daheim, Thomas Möllenhoff, Edoardo Maria Ponti, Iryna Gurevych, Mohammad Emtiyaz Khan

Model Merging by Uncertainty-Based Gradient Matching In arXiv 2023.

Tilman Beck, Hendrik Schuff, Anne Lauscher, Iryna Gurevych

How (Not) to Use Sociodemographic Information for Subjective NLP Tasks In arXiv 2023.

Rachneet Sachdeva, Martin Tutek, Iryna Gurevych

CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration In arXiv 2023.

Andreas Waldis, Iryna Gurevych

Bridging Topic, Domain, and Language Shifts: An Evaluation of Comprehensive Out-of-Distribution Scenarios In arXiv 2023.

Chen Cecilia Liu, Fajri Koto, Timothy Baldwin, Iryna Gurevych

Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings In arXiv 2023.

Sheng Lu, Irina Bigoulaeva, Rachneet Sachdeva, Harish Tayyar Madabushi, Iryna Gurevych

Are Emergent Abilities in Large Language Models just In-Context Learning? In arXiv 2023.

Jan-Christoph Klie, Richard Eckart de Castilho, Iryna Gurevych

Analyzing Dataset Annotation Quality Management in the Wild. In arXiv 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. In arXiv 2023.

Kexin Wang, Nils Reimers, Iryna Gurevych

DAPR: A Benchmark on Document-Aware Passage Retrieval. In arXiv 2023.

Nico Daheim, Nouha Dziri, Mrinmaya Sachan,Iryna Gurevych, Edoardo M. Ponti

Elastic Weight Removal for Faithful and Abstractive Dialogue Generation. In arXiv 2023.

Luke Bates, Iryna Gurevych

Like a Good Nearest Neighbor: Practical Content Moderation with Sentence Transformers. In arXiv 2023.

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

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

Benjamin Schiller, Johannes Daxenberger, Iryna Gurevych

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