Zero-Shot Multi-Label Topic Inference with Sentence Encoders & LLMs

Souvika Sarkar; Dongji Feng; Shubhra Kanti Karmaker Santu

doi:10.18653/v1/2023.emnlp-main.1008

Zero-Shot Multi-Label Topic Inference with Sentence Encoders & LLMs

Souvika Sarkar, Dongji Feng, Shubhra Kanti Karmaker Santu

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

Original language	English
Title of host publication	EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings
Editors	Houda Bouamor, Juan Pino, Kalika Bali
Publisher	Association for Computational Linguistics (ACL)
Pages	16218-16233
Number of pages	16
ISBN (Electronic)	9798891760608
DOIs	https://doi.org/10.18653/v1/2023.emnlp-main.1008
State	Published - 2023
Externally published	Yes
Event	2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023 - Hybrid, Singapore, Singapore Duration: Dec 6 2023 → Dec 10 2023

Publication series

Name	EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings

Conference

Conference	2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023
Country/Territory	Singapore
City	Hybrid, Singapore
Period	12/6/23 → 12/10/23

ASJC Scopus Subject Areas

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

Access to Document

10.18653/v1/2023.emnlp-main.1008

Cite this

Sarkar, S., Feng, D., & Santu, S. K. K. (2023). Zero-Shot Multi-Label Topic Inference with Sentence Encoders & LLMs. In H. Bouamor, J. Pino, & K. Bali (Eds.), EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings (pp. 16218-16233). (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/2023.emnlp-main.1008

Zero-Shot Multi-Label Topic Inference with Sentence Encoders & LLMs. / Sarkar, Souvika; Feng, Dongji; Santu, Shubhra Kanti Karmaker.
EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. ed. / Houda Bouamor; Juan Pino; Kalika Bali. Association for Computational Linguistics (ACL), 2023. p. 16218-16233 (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

Sarkar, S, Feng, D & Santu, SKK 2023, Zero-Shot Multi-Label Topic Inference with Sentence Encoders & LLMs. in H Bouamor, J Pino & K Bali (eds), EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings, Association for Computational Linguistics (ACL), pp. 16218-16233, 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Hybrid, Singapore, Singapore, 12/6/23. https://doi.org/10.18653/v1/2023.emnlp-main.1008

Sarkar S, Feng D, Santu SKK. Zero-Shot Multi-Label Topic Inference with Sentence Encoders & LLMs. In Bouamor H, Pino J, Bali K, editors, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL). 2023. p. 16218-16233. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings). doi: 10.18653/v1/2023.emnlp-main.1008

Sarkar, Souvika ; Feng, Dongji ; Santu, Shubhra Kanti Karmaker. / Zero-Shot Multi-Label Topic Inference with Sentence Encoders & LLMs. EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. editor / Houda Bouamor ; Juan Pino ; Kalika Bali. Association for Computational Linguistics (ACL), 2023. pp. 16218-16233 (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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Zero-Shot Multi-Label Topic Inference with Sentence Encoders & LLMs

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ASJC Scopus Subject Areas

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