Incorporating External Knowledge to Enhance Tabular Reasoning
J. Neeraja, Vivek Gupta, Vivek Srikumar · 2021
Reasoning about tabular information presents unique challenges to modern NLP approaches which largely rely on pre-trained contextualized embeddings of text.In this paper, we study these challenges through the problem of tabular natural language inference.We propose easy and effective modifications to how information is presented to a model for this task.We show via systematic experiments that these strategies substantially improve tabular inference performance.