Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions

M. Sengupta, M. Muschalik, F. Fumagalli, B. Hammer, E. Hüllermeier, D. Ghosh, H. Wachsmuth, in: Accepted in Findings , EMNLP , 2025.

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Sengupta, MeghdutLibreCat; Muschalik, Maximilian ; Fumagalli, FabianLibreCat; Hammer, Barbara; Hüllermeier, Eyke ; Ghosh, Debanjan; Wachsmuth, HenningLibreCat
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Accepted in Findings
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Empirical Methods in Natural Language Processing (EMNLP 2025)
Conference Date
2025-11-04 – 2025-11-09
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Sengupta M, Muschalik M, Fumagalli F, et al. Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions. In: Accepted in Findings . EMNLP ; 2025.
Sengupta, M., Muschalik, M., Fumagalli, F., Hammer, B., Hüllermeier, E., Ghosh, D., & Wachsmuth, H. (2025). Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions. Accepted in Findings . Empirical Methods in Natural Language Processing (EMNLP 2025).
@inproceedings{Sengupta_Muschalik_Fumagalli_Hammer_Hüllermeier_Ghosh_Wachsmuth_2025, title={Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions}, booktitle={Accepted in Findings }, publisher={EMNLP }, author={Sengupta, Meghdut and Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Hüllermeier, Eyke and Ghosh, Debanjan and Wachsmuth, Henning}, year={2025} }
Sengupta, Meghdut, Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier, Debanjan Ghosh, and Henning Wachsmuth. “Investigating the Impact of Conceptual Metaphors on LLM-Based NLI through Shapley Interactions.” In Accepted in Findings . EMNLP , 2025.
M. Sengupta et al., “Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions,” presented at the Empirical Methods in Natural Language Processing (EMNLP 2025), 2025.
Sengupta, Meghdut, et al. “Investigating the Impact of Conceptual Metaphors on LLM-Based NLI through Shapley Interactions.” Accepted in Findings , EMNLP , 2025.
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