Sharon Levy

HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data

2022 · arXiv (Cornell University)

A pressing challenge in current dialogue systems is to successfully converse with users on topics with information distributed across different modalities. Previous work in multiturn dialogue systems has primarily focused on either text or table …

ASSERT: Automated Safety Scenario Red Teaming for Evaluating the Robustness of Large Language Models

2023

As large language models are integrated into society, robustness toward a suite of prompts is increasingly important to maintain reliability in a high-variance environment.Robustness evaluations must comprehensively encapsulate the various settings in which a user …