Search Results for author: Stuart Shieber

Found 10 papers, 5 papers with code

Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models

1 code implementation ACL 2021 Matthew Finlayson, Aaron Mueller, Sebastian Gehrmann, Stuart Shieber, Tal Linzen, Yonatan Belinkov

Targeted syntactic evaluations have demonstrated the ability of language models to perform subject-verb agreement given difficult contexts.

Probing Neural Dialog Models for Conversational Understanding

1 code implementation WS 2020 Abdelrhman Saleh, Tovly Deutsch, Stephen Casper, Yonatan Belinkov, Stuart Shieber

The predominant approach to open-domain dialog generation relies on end-to-end training of neural models on chat datasets.

Open-Domain Dialog

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

1 code implementation26 Apr 2020 Jesse Vig, Sebastian Gehrmann, Yonatan Belinkov, Sharon Qian, Daniel Nevo, Simas Sakenis, Jason Huang, Yaron Singer, Stuart Shieber

Common methods for interpreting neural models in natural language processing typically examine either their structure or their behavior, but not both.

Eliciting and Annotating Uncertainty in Spoken Language

no code implementations LREC 2014 Heather Pon-Barry, Stuart Shieber, Nicholas Longenbaugh

In such applications, we would like to know the speaker{'}s actual level of certainty, but past research has only revealed listeners{'} perception of the speaker{'}s level of certainty.

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