Testing Pre-trained Language Models' Understanding of Distributivity via Causal Mediation Analysis

Pangbo Ban, Yifan Jiang, Tianran Liu, Shane Steinert-Threlkeld. Testing Pre-trained Language Models' Understanding of Distributivity via Causal Mediation Analysis. In Jasmijn Bastings, Yonatan Belinkov, Yanai Elazar, Dieuwke Hupkes, Naomi Saphra, Sarah Wiegreffe, editors, Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, BlackboxNLP@EMNLP 2022, Abu Dhabi, United Arab Emirates (Hybrid), December 8, 2022. pages 314-324, Association for Computational Linguistics, 2022. [doi]

Abstract

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