UniGDD: A unified generative framework for goal-oriented document-grounded dialogue

C Gao, W Zhang, W Lam - arXiv preprint arXiv:2204.07770, 2022 - arxiv.org
The goal-oriented document-grounded dialogue aims at responding to the user query based
on the dialogue context and supporting document. Existing studies tackle this problem by …

Dialdoc 2021 shared task: Goal-oriented document-grounded dialogue modeling

S Feng - Proceedings of the 1st Workshop on Document …, 2021 - aclanthology.org
We present the results of Shared Task at Workshop DialDoc 2021 that is focused on
document-grounded dialogue and conversational question answering. The primary goal of …

Graph-Guided Unsupervised Knowledge Identification for Dialogue Agents

Dialogue systems that can effectively respond to user queries in a conversational style have
become ubiquitous. Large Language Models (LLMs) have been extensively used as a key …