What I Read: Differentiable Reasoning over Text

https://blog.ml.cmu.edu/2020/05/15/differentiable-reasoning-over-text/

Differentiable Reasoning over Text
Authors
Bhuwan Dhingra
Published
May 15, 2020


“Modern search engines not only retrieve a list of pages relevant to a query but often try to directly answer our questions by analyzing the content of those pages. One area they currently struggle at, however, is multi-hop Question Answering that requires reasoning with information taken from multiple documents to arrive at the answer…. we explore whether we can directly treat a text corpus as a KB for answering multi-hop questions.”