research
∙
10/01/2020
Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary
Recently, there has been growing interest in using question-answering (Q...
share
research
∙
06/17/2020
Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness
Bayesian neural networks (BNN) and deep ensembles are principled approac...
research
∙
04/07/2020
Guessing What's Plausible But Remembering What's True: Accurate Neural Reasoning for Question-Answering
Neural approaches to natural language processing (NLP) often fail at the...
research
∙
06/04/2019
How Large Are Lions? Inducing Distributions over Quantitative Attributes
Most current NLP systems have little knowledge about quantitative attrib...
research
∙
04/21/2019
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text
We consider open-domain queston answering (QA) where answers are drawn f...
research
∙
01/15/2019