Randomly removing 50% of dimensions in text embeddings has minimal impact on retrieval and classification tasks

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DOI:	https://doi.org/10.18653/v1/2025.emnlp-main.1410
URL:	https://aclanthology.org/2025.emnlp-main.1410/
Additional URL:	https://arxiv.org/abs/2508.17744
URN:	urn:nbn:de:bsz:180-madoc-723740
Document Type:	Conference or workshop publication
Year of publication:	2025
Book title:	The 2025 Conference on Empirical Methods in Natural Language Processing, proceedings of the conference : November 4-9, 2025 : EMNLP 2025
Page range:	27705-27726
Conference title:	EMNLP 2025
Location of the conference venue:	Suzhou, China
Date of the conference:	04.-09.11.2025
Publisher:	Christodoulopoulos, Christos ; Chakraborty, Tanmoy ; Rose, Carolyn ; Peng, Violet
Place of publication:	Kerrville, TX
Publishing house:	Association for Computational Linguistics (ACL)
ISBN:	979-8-89176-332-6
Related URLs:	https://2025.emnlp.org/ https://aclanthology.org/volumes/2025.em...
Publication language:	English
Institution:	School of Business Informatics and Mathematics > Information Systems III: Enterprise Data Analysis (Ponzetto 2016-)
Pre-existing license:	Creative Commons Attribution 4.0 International (CC BY 4.0)
Subject:	004 Computer science, internet

	Dieser Eintrag ist Teil der Universitätsbibliographie.
	Das Dokument wird vom Publikationsserver der Universitätsbibliothek Mannheim bereitgestellt.

BASE: Takeshita, Sotaro ; Takeshita, Yurina ; Ruffinelli, Daniel ; Ponzetto, Simone Paolo

Google Scholar: Takeshita, Sotaro ; Takeshita, Yurina ; Ruffinelli, Daniel ; Ponzetto, Simone Paolo

ORCID: Takeshita, Sotaro ; Takeshita, Yurina ; Ruffinelli, Daniel ; Ponzetto, Simone Paolo

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