Using Shapley interactions to understand how models use structure

Divyansh Singhvi, Diganta Misra, Andrej Erkelens, Raghav Jain, Isabel Papadimitriou, Naomi Saphra. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

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Published
2025-01-01
DOI
https://doi.org/10.18653/v1/2025.acl-long.1011
Primary Topic
Software Engineering Research
Type
article
Field-Weighted Citation Impact
0.00

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article

Using Shapley interactions to understand how models use structure

Divyansh Singhvi, Andrej Erkelens, Diganta Misra, Naomi Saphra et al.
Software Engineering Research
article

Using Shapley interactions to understand how models use structure

Divyansh Singhvi, Andrej Erkelens, Diganta Misra, Naomi Saphra, Raghav Jain, Isabel Papadimitriou
article en

Abstract

Divyansh Singhvi, Diganta Misra, Andrej Erkelens, Raghav Jain, Isabel Papadimitriou, Naomi Saphra. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

Harvard University Press (US)
Samsung Advanced Institute of Technology, International Max Planck Research School for Environmental, Cellular and Molecular Microbiology, International Max Planck Research School for Advanced Methods in Process and Systems Engineering, Samsung
Openalex Percentile: Top 71%
Software Engineering Research
DOIOpen Access PDFOpenAlex
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