Work

Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders

Year: 2026

Type: conference-paper

Abstract: Yupeng Hou, Jiacheng Li, Xiangjun Fu, Zhankui He, An Yan, Xiusi Chen, Julian McAuley. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Source: Proceedings of the conference - Association for Computational Linguistics. Meeting

DOI: 10.18653/v1/2026.acl-long.147

Authors: Yupeng Hou, Jiacheng Li, Xiangjun Fu, Zhankui He, An Yan, Xiusi Chen, Julian McAuley

Institutions: University of California San Diego, University of California, Los Angeles

Language: English

Topic: Topic Modeling

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funder: National Science Foundation

Award: III: Small: Datasets, methods, and evaluation for personalized conversational recommenders

OpenAlex ID: W4392576636

FWCI: 533.2

Cites: 19

Cited by: 661

Related to: 10