Accepted Publications (Preprints)
Max Glockner, Ieva Staliūnaitė, James Thorne, Gisela Vallejo, Andreas Vlachos, Iryna Gurevych
. In TACL 2023. AmbiFC: Fact-Checking Ambiguous Claims with Evidence
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
. In EMNLP 2023. Semantic Similarity Models for Depression Severity Estimation
Martin Funkquist, Ilia Kuznetsov, Yufang Hou and Iryna Gurevych
. In EMNLP 2023. CiteBench: A Benchmark for Scientific Citation Text Generation
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
In EMNLP 2023. A Diachronic Analysis of the NLP Research Paradigm Shift: When, How, and Why?
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
. In EMNLP findings 2023. Dior-CVAE: Diffusion Priors in Variational Dialog Generation
Jakub Macina, Nico Daheim, Sankalan Pal Chowdhury, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
. In EMNLP findings 2023. MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems
Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulić
. In EMNLP findings 2023. Romanization-based Large-scale Adaptation of Multilingual Language Models
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.
Preprints
Sheng Lu, Hendrik Schuff, Iryna Gurevych
In arXiv 2023. How are Prompts Different in Terms of Sensitivity?
Jiahui Geng, Fengyu Cai, Yuxia Wang, Heinz Koeppl, Preslav Nakov, Iryna Gurevych
In arXiv 2023. A Survey of Language Model Confidence Estimation and Calibration
Luke Bates, Peter Ebert Christensen, Preslav Nakov, Iryna Gurevych
In arXiv 2023. A Template Is All You Meme
Nico Daheim, Thomas Möllenhoff, Edoardo Maria Ponti, Iryna Gurevych, Mohammad Emtiyaz Khan
In arXiv 2023. Model Merging by Uncertainty-Based Gradient Matching
Tilman Beck, Hendrik Schuff, Anne Lauscher, Iryna Gurevych
In arXiv 2023. How (Not) to Use Sociodemographic Information for Subjective NLP Tasks
Rachneet Sachdeva, Martin Tutek, Iryna Gurevych
In arXiv 2023. CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration
Andreas Waldis, Iryna Gurevych
In arXiv 2023. Bridging Topic, Domain, and Language Shifts: An Evaluation of Comprehensive Out-of-Distribution Scenarios
Chen Cecilia Liu, Fajri Koto, Timothy Baldwin, Iryna Gurevych
In arXiv 2023. Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings
Sheng Lu, Irina Bigoulaeva, Rachneet Sachdeva, Harish Tayyar Madabushi, Iryna Gurevych
In arXiv 2023. Are Emergent Abilities in Large Language Models just In-Context Learning?
Jan-Christoph Klie, Richard Eckart de Castilho, Iryna Gurevych
. In arXiv 2023. Analyzing Dataset Annotation Quality Management in the Wild
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
. In arXiv 2023. Surveying (Dis)Parities and Concerns of Compute Hungry NLP Research
Kexin Wang, Nils Reimers, Iryna Gurevych
. In arXiv 2023. DAPR: A Benchmark on Document-Aware Passage Retrieval
Nico Daheim, Nouha Dziri, Mrinmaya Sachan,Iryna Gurevych, Edoardo M. Ponti
. In arXiv 2023. Elastic Weight Removal for Faithful and Abstractive Dialogue Generation
Luke Bates, Iryna Gurevych
. In arXiv 2023. Like a Good Nearest Neighbor: Practical Content Moderation with Sentence Transformers
Chen Cecilia Liu, Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych
. In arXiv 2023. Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing
Benjamin Schiller, Johannes Daxenberger, Iryna Gurevych
. In arXiv 2022. On the Effect of Sample and Topic Sizes for Argument Mining Datasets
Publications

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