2 citations · 2 across the 1 of their papers we have counts for
4 papers
Automated Fact Checking in the News Room
Sebastião Miranda, David Nogueira, Afonso Mendes +5
Fact checking is an essential task in journalism; its importance has been highlighted due to recently increased concerns and efforts in combating misinformation. In this paper, we…
Jack the Reader - A Machine Reading Framework
Dirk Weissenborn, Pasquale Minervini, Tim Dettmers +8
Many Machine Reading and Natural Language Understanding tasks require reading supporting text in order to answer questions. For example, in Question Answering, the supporting text…
Extrapolation in NLP
Jeff Mitchell, Pasquale Minervini, Pontus Stenetorp +1
We argue that extrapolation to examples outside the training space will often be easier for models that capture global structures, rather than just maximise their local fit to the…
Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on Robustness
Vicente Ivan Sanchez Carmona, Jeff Mitchell, Sebastian Riedel
Natural Language Inference is a challenging task that has received substantial attention, and state-of-the-art models now achieve impressive test set performance in the form of acc…