CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems

A Ghaddar, D Alfonso-Hermelo, P Langlais… - arXiv preprint arXiv …, 2024 - arxiv.org
In this work, we dive deep into one of the popular knowledge-grounded dialogue
benchmarks that focus on faithfulness, FaithDial. We show that a significant portion of the …

Prompt Perturbation Consistency Learning for Robust Language Models

Y Qiang, S Nandi, N Mehrabi, GV Steeg… - arXiv preprint arXiv …, 2024 - arxiv.org
Large language models (LLMs) have demonstrated impressive performance on a number of
natural language processing tasks, such as question answering and text summarization …