1 code implementation • 25 Dec 2023 • Oren Danieli, Daniel Nevo, Itai Walk, Bar Weinstein, Dan Zeltzer
Studies using instrumental variables (IV) often assess the validity of their identification assumptions using falsification tests.
no code implementations • NeurIPS 2020 • Jesse Vig, Sebastian Gehrmann, Yonatan Belinkov, Sharon Qian, Daniel Nevo, Yaron Singer, Stuart Shieber
As a case study, we apply this methodology to analyzing gender bias in pre-trained Transformer language models.
1 code implementation • 26 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.
