Coreference System

Knowledge of the anaphoricity of a noun phrase might be profitably exploited by a coreference sys- tem to bypass the resolution of non-anaphoric noun phrases. Perhaps surprisingly, recent attempts to …...

Classical coreference systems encode various syntactic, discourse, and semantic phenomena explicitly, using heterogenous features com- puted from hand-crafted heuristics. In con- trast, we present a state-of-the-art coreference system that captures …...

AbstractIn this paper, we quantify, analyze and mitigate gender bias exhibited in ELMo’s contextualized word vectors. First, we conduct several intrinsic analyses and find that (1) training data for ELMo …...