Accepted Publications (Preprints)
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.
Nico Daheim, Thomas Möllenhoff, Edoardo Maria Ponti, Iryna Gurevych, Mohammad Emtiyaz Khan
. In ICLR 2024. Model Merging by Uncertainty-Based Gradient Matching
Jan-Christoph Klie, Richard Eckart de Castilho, Iryna Gurevych
. In CL 2024. Analyzing Dataset Annotation Quality Management in the Wild
Chen Cecilia Liu, Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych
. In NAACL 2024. FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing
Sheng Lu, Hendrik Schuff, Iryna Gurevych
In NAACL 2024. How are Prompts Different in Terms of Sensitivity?
Jiahui Geng, Fengyu Cai, Yuxia Wang, Heinz Koeppl, Preslav Nakov, Iryna Gurevych
In NAACL 2024. A Survey of Language Model Confidence Estimation and Calibration.
Chen Cecilia Liu, Fajri Koto, Timothy Baldwin, Iryna Gurevych
In NAACL 2024. Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings.
Nico Daheim, Nouha Dziri, Mrinmaya Sachan,Iryna Gurevych, Edoardo M. Ponti
. In NAACL 2024. Elastic Weight Removal for Faithful and Abstractive Dialogue Generation
Preprints
Ahmed Elshabrawy, Yongix Huang, Iryna Gurevych, Alham Fikri Aji
In arXiv 2024. Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning
Ji-Ung Lee, Marc E. Pfetsch, Iryna Gurevych
In arXiv 2024. Constrained C-Test Generation via Mixed-Integer Programming
Justus-Jonas Erker, Florian Mai, Nils Reimers, Gerasimos Spanakis, Iryna Gurevych
In arXiv 2024. Triple-Encoders: Representations That Fire Together, Wire Together
Yuesong Shen, Nico Daheim, Bai Cong, Peter Nickl, Gian Maria Marconi, Clement Bazan, Rio Yokota, Iryna Gurevych, Daniel Cremers, Mohammad Emtiyaz Khan, Thomas Möllenhoff
In arXiv 2024. Variational Learning is Effective for Large Deep Networks
Anmol Goel, Nico Daheim, Iryna Gurevych
In arXiv 2024. Socratic Reasoning Improves Positive Text Rewriting
Jiahui Geng, Yova Kementchedjhieva, Preslav Nakov, Iryna Gurevych
In arXiv 2024. Multimodal Large Language Models to Support Real-World Fact-Checking
Indraneil Paul, Jun Luo, Goran Glavaš, Iryna Gurevych
In arXiv 2024. IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators
Haritz Puerto, Martin Tutek, Somak Aditya, Xiaodan Zhu, Iryna Gurevych
. In arXiv 2024. Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs
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
(opens in new tab). In arXiv 2023. Factcheck-GPT: End-to-End Fine-Grained Document-Level Fact-Checking and Correction of LLM Output
Luke Bates, Peter Ebert Christensen, Preslav Nakov, Iryna Gurevych
In arXiv 2023. A Template Is All You Meme
Andreas Waldis, Iryna Gurevych
In arXiv 2023. Bridging Topic, Domain, and Language Shifts: An Evaluation of Comprehensive Out-of-Distribution Scenarios
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?
Kexin Wang, Nils Reimers, Iryna Gurevych
. In arXiv 2023. DAPR: A Benchmark on Document-Aware Passage Retrieval
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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