Researcher profile

Tejaswini Pedapati

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Learning Global Transparent Models from Local Contrastive Explanations

2020 · arXiv (Cornell University)

There is a rich and growing literature on producing local point wise contrastive/counterfactual explanations for complex models. These methods highlight what is important to justify the classification and/or produce a contrast point that alters the …
AutoText: An End-to-End AutoAI Framework for Text

2021 · Proceedings of the AAAI Conference on Artificial Intelligence

Building models for natural language processing (NLP) tasks remains a daunting task for many, requiring significant technical expertise, efforts, and resources. In this demonstration, we present AutoText, an end-to-end AutoAI framework for text, to lower …