DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants

no code implementations • 15 Aug 2021 • Deepak Muralidharan, Joel Ruben Antony Moniz, Weicheng Zhang, Stephen Pulman, Lin Li, Megan Barnes, Jingjing Pan, Jason Williams, Alex Acero

Named entity recognition (NER) is usually developed and tested on text from well-written sources.

named-entity-recognition Named Entity Recognition +4

Question-Conditioned Counterfactual Image Generation for VQA

no code implementations • 14 Nov 2019 • Jingjing Pan, Yash Goyal, Stefan Lee

While Visual Question Answering (VQA) models continue to push the state-of-the-art forward, they largely remain black-boxes - failing to provide insight into how or why an answer is generated.

counterfactual Image Generation +2