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Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models

Jun 22, 2021
Matthew Finlayson, Aaron Mueller, Sebastian Gehrmann, Stuart Shieber, Tal Linzen, Yonatan Belinkov

* Accepted to ACL-IJCNLP 2021 

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Probing Neural Dialog Models for Conversational Understanding

Jun 07, 2020
Abdelrhman Saleh, Tovly Deutsch, Stephen Casper, Yonatan Belinkov, Stuart Shieber

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Linguistic Features for Readability Assessment

May 30, 2020
Tovly Deutsch, Masoud Jasbi, Stuart Shieber

* To be published in ACL BEA workshop (15th Workshop on Innovative Use of NLP for Building Educational Applications) 

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Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias

Apr 26, 2020
Jesse Vig, Sebastian Gehrmann, Yonatan Belinkov, Sharon Qian, Daniel Nevo, Yaron Singer, Stuart Shieber

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