Generalized Intent Discovery: Learning from Open World Dialogue System

Generalized Intent Discovery: Learning from Open World Dialogue System

13 September 2022

Weiran Xu

Papers citing "Generalized Intent Discovery: Learning from Open World Dialogue System"

9 / 9 papers shown

Title
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery Yimin Deng Yuxia Wu Guoshuai Zhao Li Zhu Xueming Qian 27 0 0 26 Oct 2024
Towards Real-world Scenario: Imbalanced New Intent Discovery Shun Zhang Chaoran Yan Jian Yang Jing Liu Ying Mo Jiaqi Bai Tongliang Li Zheng Li 31 2 0 05 Jun 2024
Domain Adaptation in Intent Classification Systems: A Review Jesse Atuhurra Hidetaka Kamigaito Taro Watanabe Eric Nichols 37 0 0 26 Mar 2024
A Diffusion Weighted Graph Framework for New Intent Discovery Wenkai Shi Wenbin An Feng Tian Qinghua Zheng Qianying Wang Ping Chen DiffM 34 9 0 24 Oct 2023
Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent Recognition Xiaoshuai Song Yutao Mou Keqing He Yueyan Qiu Pei Wang Weiran Xu 25 2 0 16 Oct 2023
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT Xiaoshuai Song Keqing He Pei Wang Guanting Dong Yutao Mou Jingang Wang Yunsen Xian Xunliang Cai Weiran Xu LRM 39 14 0 16 Oct 2023
Decoupling Pseudo Label Disambiguation and Representation Learning for Generalized Intent Discovery Yutao Mou Xiaoshuai Song Keqing He Chen Zeng Pei Wang Jingang Wang Yunsen Xian Weiran Xu 30 8 0 28 May 2023
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 180 453 0 10 Mar 2020
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding Libo Qin Wanxiang Che Yangming Li Haoyang Wen Ting Liu 49 260 0 05 Sep 2019