DFM: Dialogue foundation model for universal large-scale dialogue-oriented task learning

DFM: Dialogue foundation model for universal large-scale dialogue-oriented task learning

Building a universal conversational agent has been a long-standing goal of the dialogue research community. Most previous works only focus on a small set of dialogue tasks. In this work, we aim to build a unified dialogue foundation model (DFM) which can be used to solve massive diverse dialogue tas...

Full description

Saved in:
Bibliographic Details
Main Authors: Zhi Chen, Da Ma, Hanqi Li, Lu Chen, Jiabao Ji, Yuncong Liu, Bei Chen, Mengyue Wu, Su Zhu, Xin Dong, Fujiang Ge, Qingliang Miao, Jian-Guang Lou, Shuai Fan, Kai Yu
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2025-01-01
Series:AI Open
Subjects:
Dialogue foundation model
Pre-trained language model
Multitask learning
Knowledge-grounded dialogue
Online Access:http://www.sciencedirect.com/science/article/pii/S2666651025000075
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

http://www.sciencedirect.com/science/article/pii/S2666651025000075

Similar Items