Adversarial Text Generation using Large Language Models for Dementia Detection

Youxiang Zhu; Nana Lin; Kiran Sandilya Balivada; Daniel Haehn; Xiaohui Liang

Adversarial Text Generation using Large Language Models for Dementia Detection

Youxiang Zhu
, Nana Lin
, Kiran Sandilya Balivada
, Daniel Haehn
, Xiaohui Liang

Computer Science

University of Massachusetts Boston

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

Original language	English
Title of host publication	EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference
Editors	Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen
Publisher	Association for Computational Linguistics (ACL)
Pages	21918-21933
Number of pages	16
ISBN (Electronic)	9798891761643
State	Published - 2024
Event	2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024 - Hybrid, Miami, United States Duration: Nov 12 2024 → Nov 16 2024

Publication series

Name	EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference

Conference

Conference	2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024
Country/Territory	United States
City	Hybrid, Miami
Period	11/12/24 → 11/16/24

ASJC Scopus Subject Areas

Computational Theory and Mathematics
Computer Science Applications
Information Systems
Linguistics and Language

Cite this

Zhu, Y., Lin, N., Balivada, K. S., Haehn, D., & Liang, X. (2024). Adversarial Text Generation using Large Language Models for Dementia Detection. In Y. Al-Onaizan, M. Bansal, & Y.-N. Chen (Eds.), EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference (pp. 21918-21933). (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference). Association for Computational Linguistics (ACL).

Adversarial Text Generation using Large Language Models for Dementia Detection. / Zhu, Youxiang; Lin, Nana; Balivada, Kiran Sandilya et al.
EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. ed. / Yaser Al-Onaizan; Mohit Bansal; Yun-Nung Chen. Association for Computational Linguistics (ACL), 2024. p. 21918-21933 (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

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

Zhu, Y, Lin, N, Balivada, KS, Haehn, D & Liang, X 2024, Adversarial Text Generation using Large Language Models for Dementia Detection. in Y Al-Onaizan, M Bansal & Y-N Chen (eds), EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, Association for Computational Linguistics (ACL), pp. 21918-21933, 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Hybrid, Miami, United States, 11/12/24.

Zhu Y, Lin N, Balivada KS, Haehn D , Liang X. Adversarial Text Generation using Large Language Models for Dementia Detection. In Al-Onaizan Y, Bansal M, Chen YN, editors, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL). 2024. p. 21918-21933. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

Zhu, Youxiang ; Lin, Nana ; Balivada, Kiran Sandilya et al. / Adversarial Text Generation using Large Language Models for Dementia Detection. EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. editor / Yaser Al-Onaizan ; Mohit Bansal ; Yun-Nung Chen. Association for Computational Linguistics (ACL), 2024. pp. 21918-21933 (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

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title = "Adversarial Text Generation using Large Language Models for Dementia Detection",

author = "Youxiang Zhu and Nana Lin and Balivada, \{Kiran Sandilya\} and Daniel Haehn and Xiaohui Liang",

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TY - GEN

T1 - Adversarial Text Generation using Large Language Models for Dementia Detection

AU - Zhu, Youxiang

AU - Lin, Nana

AU - Balivada, Kiran Sandilya

AU - Haehn, Daniel

AU - Liang, Xiaohui

PY - 2024

Y1 - 2024

UR - https://www.scopus.com/pages/publications/85217793365

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M3 - Conference contribution

AN - SCOPUS:85217793365

T3 - EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference

SP - 21918

EP - 21933

BT - EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference

A2 - Al-Onaizan, Yaser

A2 - Bansal, Mohit

A2 - Chen, Yun-Nung

PB - Association for Computational Linguistics (ACL)

T2 - 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024

Y2 - 12 November 2024 through 16 November 2024

ER -

Adversarial Text Generation using Large Language Models for Dementia Detection

Publication series

Conference

ASJC Scopus Subject Areas

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