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Ekaterina Shutova

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Metaphor Understanding Challenge Dataset for LLMs

Mar 18, 2024
Xiaoyu Tong, Rochelle Choenni, Martha Lewis, Ekaterina Shutova

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Gradient-based Parameter Selection for Efficient Fine-Tuning

Dec 15, 2023
Zhi Zhang, Qizhe Zhang, Zijun Gao, Renrui Zhang, Ekaterina Shutova, Shiji Zhou, Shanghang Zhang

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Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks

Nov 14, 2023
Rochelle Choenni, Ekaterina Shutova, Dan Garrette

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The language of prompting: What linguistic properties make a prompt successful?

Nov 03, 2023
Alina Leidinger, Robert van Rooij, Ekaterina Shutova

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Do large language models solve verbal analogies like children do?

Oct 31, 2023
Claire E. Stevenson, Mathilde ter Veen, Rochelle Choenni, Han L. J. van der Maas, Ekaterina Shutova

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Probing LLMs for Joint Encoding of Linguistic Categories

Oct 28, 2023
Giulio Starace, Konstantinos Papakostas, Rochelle Choenni, Apostolos Panagiotopoulos, Matteo Rosati, Alina Leidinger, Ekaterina Shutova

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How do languages influence each other? Studying cross-lingual data sharing during LLM fine-tuning

May 22, 2023
Rochelle Choenni, Dan Garrette, Ekaterina Shutova

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What's the Meaning of Superhuman Performance in Today's NLU?

May 15, 2023
Simone Tedeschi, Johan Bos, Thierry Declerck, Jan Hajic, Daniel Hershcovich, Eduard H. Hovy, Alexander Koller, Simon Krek, Steven Schockaert, Rico Sennrich, Ekaterina Shutova, Roberto Navigli

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CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension

Feb 17, 2023
Zhi Zhang, Helen Yannakoudakis, Xiantong Zhen, Ekaterina Shutova

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FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs

Jan 25, 2023
Niels van der Heijden, Ekaterina Shutova, Helen Yannakoudakis

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