Generalized Category Discovery with Large Language Models in the Loop

Wenbin An; Wenkai Shi; Feng Tian; Haonan Lin; Qian Ying Wang; Yaqiang Wu; Mingxiang Cai; Luyan Wang; Yan Chen; Haiping Zhu; Ping Chen

Generalized Category Discovery with Large Language Models in the Loop

Wenbin An
, Wenkai Shi
, Feng Tian
, Haonan Lin
, Qian Ying Wang
, Yaqiang Wu
, Mingxiang Cai
, Luyan Wang
, Yan Chen
, Haiping Zhu
, Ping Chen

Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 - Proceedings of the Conference
Editors	Lun-Wei Ku, Andre Martins, Vivek Srikumar
Publisher	Association for Computational Linguistics (ACL)
Pages	8653-8665
Number of pages	13
ISBN (Electronic)	9798891760998
State	Published - 2024
Event	Findings of the 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 - Hybrid, Bangkok, Thailand Duration: Aug 11 2024 → Aug 16 2024

Publication series

Name	Proceedings of the Annual Meeting of the Association for Computational Linguistics
ISSN (Print)	0736-587X

Conference

Conference	Findings of the 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024
Country/Territory	Thailand
City	Hybrid, Bangkok
Period	8/11/24 → 8/16/24

ASJC Scopus Subject Areas

Computer Science Applications
Linguistics and Language
Language and Linguistics

Cite this

An, W., Shi, W., Tian, F., Lin, H., Wang, Q. Y., Wu, Y., Cai, M., Wang, L., Chen, Y., Zhu, H., & Chen, P. (2024). Generalized Category Discovery with Large Language Models in the Loop. In L.-W. Ku, A. Martins, & V. Srikumar (Eds.), 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 - Proceedings of the Conference (pp. 8653-8665). (Proceedings of the Annual Meeting of the Association for Computational Linguistics). Association for Computational Linguistics (ACL).

Generalized Category Discovery with Large Language Models in the Loop. / An, Wenbin; Shi, Wenkai; Tian, Feng et al.
62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 - Proceedings of the Conference. ed. / Lun-Wei Ku; Andre Martins; Vivek Srikumar. Association for Computational Linguistics (ACL), 2024. p. 8653-8665 (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

An, W, Shi, W, Tian, F, Lin, H, Wang, QY, Wu, Y, Cai, M, Wang, L, Chen, Y, Zhu, H & Chen, P 2024, Generalized Category Discovery with Large Language Models in the Loop. in L-W Ku, A Martins & V Srikumar (eds), 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 - Proceedings of the Conference. Proceedings of the Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics (ACL), pp. 8653-8665, Findings of the 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024, Hybrid, Bangkok, Thailand, 8/11/24.

An W, Shi W, Tian F, Lin H, Wang QY, Wu Y et al. Generalized Category Discovery with Large Language Models in the Loop. In Ku LW, Martins A, Srikumar V, editors, 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 - Proceedings of the Conference. Association for Computational Linguistics (ACL). 2024. p. 8653-8665. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

An, Wenbin ; Shi, Wenkai ; Tian, Feng et al. / Generalized Category Discovery with Large Language Models in the Loop. 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 - Proceedings of the Conference. editor / Lun-Wei Ku ; Andre Martins ; Vivek Srikumar. Association for Computational Linguistics (ACL), 2024. pp. 8653-8665 (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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title = "Generalized Category Discovery with Large Language Models in the Loop",

author = "Wenbin An and Wenkai Shi and Feng Tian and Haonan Lin and Wang, \{Qian Ying\} and Yaqiang Wu and Mingxiang Cai and Luyan Wang and Yan Chen and Haiping Zhu and Ping Chen",

note = "Publisher Copyright: {\textcopyright} 2024 Association for Computational Linguistics.; Findings of the 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 ; Conference date: 11-08-2024 Through 16-08-2024",

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AU - An, Wenbin

AU - Shi, Wenkai

AU - Tian, Feng

AU - Lin, Haonan

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AU - Wu, Yaqiang

AU - Cai, Mingxiang

AU - Wang, Luyan

AU - Chen, Yan

AU - Zhu, Haiping

AU - Chen, Ping

PY - 2024

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M3 - Conference contribution

AN - SCOPUS:85205284061

T3 - Proceedings of the Annual Meeting of the Association for Computational Linguistics

SP - 8653

EP - 8665

BT - 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 - Proceedings of the Conference

A2 - Ku, Lun-Wei

A2 - Martins, Andre

A2 - Srikumar, Vivek

PB - Association for Computational Linguistics (ACL)

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ER -

Generalized Category Discovery with Large Language Models in the Loop

Publication series

Conference

ASJC Scopus Subject Areas

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