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Testing Pre-trained Language Models' Understanding of Distributivity via Causal Mediation Analysis
11 September 2022
Pangbo Ban
Yifan Jiang
Tianran Liu
Shane Steinert-Threlkeld
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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
Yifan Jiang
Shane Steinert-Threlkeld
FAtt
12
1
0
16 May 2023
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
Zhengxuan Wu
Karel DÓosterlinck
Atticus Geiger
Amir Zur
Christopher Potts
MILM
71
35
0
28 Sep 2022
Probing Classifiers: Promises, Shortcomings, and Advances
Yonatan Belinkov
224
404
0
24 Feb 2021
1