Semantically Distributed Robust Optimization for Vision-and-Language Inference

Tejas Gokhale, Abhishek Chaudhary, Pratyay Banerjee +2

Analysis of vision-and-language models has revealed their brittleness under linguistic phenomena such as paraphrasing, negation, textual entailment, and word substitutions with syn…