The Latest and Greatest from Salesforce Research

Explaining Solutions to Physical Reasoning Tasks

We show that deep neural models can describe common sense physics in a valid and sufficient way that is also generalizable. Our ESPRIT framework is trained on a new dataset with physics simulations and descriptions that we collected and have open-sourced.

05 May 2020 • Nazneen Rajani #research

ERASER: A Benchmark to Evaluate Rationalized NLP Models

Many NLP applications today deploy state-of-the-art deep neural networks that are essentially black-boxes. One of the goals of Explainable AI (XAI) is to have AI models reveal why and how they make their predictions so that these predictions are interpretable by a human. But work in this direction has been

08 Nov 2019 • Nazneen Rajani #research