Towards Debiasing Sentence Representations

ACL 2020 Paul Pu LiangIrene Mengze LiEmily ZhengYao Chong LimRuslan SalakhutdinovLouis-Philippe Morency

As natural language processing methods are increasingly deployed in real-world scenarios such as healthcare, legal systems, and social science, it becomes necessary to recognize the role they potentially play in shaping social biases and stereotypes. Previous work has revealed the presence of social biases in widely used word embeddings involving gender, race, religion, and other social constructs... (read more)

PDF Abstract ACL 2020 PDF ACL 2020 Abstract

Results from the Paper


  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.

Methods used in the Paper