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

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

11 September 2022
Pangbo Ban
Yifan Jiang
Tianran Liu
Shane Steinert-Threlkeld
ArXivPDFHTML

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

4 / 4 papers shown
Title
The Weighted Möbius Score: A Unified Framework for Feature Attribution
The Weighted Möbius Score: A Unified Framework for Feature Attribution
Yifan Jiang
Shane Steinert-Threlkeld
FAtt
12
1
0
16 May 2023
We're Afraid Language Models Aren't Modeling Ambiguity
We're Afraid Language Models Aren't Modeling Ambiguity
Alisa Liu
Zhaofeng Wu
Julian Michael
Alane Suhr
Peter West
Alexander Koller
Swabha Swayamdipta
Noah A. Smith
Yejin Choi
63
89
0
27 Apr 2023
Causal Proxy Models for Concept-Based Model Explanations
Causal Proxy Models for Concept-Based Model Explanations
Zhengxuan Wu
Karel DÓosterlinck
Atticus Geiger
Amir Zur
Christopher Potts
MILM
71
35
0
28 Sep 2022
Probing Classifiers: Promises, Shortcomings, and Advances
Probing Classifiers: Promises, Shortcomings, and Advances
Yonatan Belinkov
224
404
0
24 Feb 2021
1