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Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization

Year: 2025

Type: conference-paper

Abstract: Yao Xiao, Hai Ye, Linyao Chen, Hwee Tou Ng, Lidong Bing, Xiaoli Li, Roy Ka-Wei Lee. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

Source: Annual Meeting of the Association for Computational Linguistics (ACL)

DOI: 10.18653/v1/2025.acl-long.615

Authors: Yao Xiao, Hai Ye, Linyao Chen, Hwee Tou Ng, Lidong Bing, Xiaoli Li, Roy Ka-Wei Lee

Institutions: Singapore University of Technology and Design, National University of Singapore, The University of Tokyo, Agency for Science, Technology and Research, Institute for Infocomm Research

Language: English

Topic: Natural Language Processing Techniques

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funders: National Research Foundation, National Research Foundation Singapore, Ministry of Education - Singapore, Singapore University of Technology and Design

Award: G5983670494

OpenAlex ID: W4412945316

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