Jufeng Chen — accepted AI-conference papers

2025

TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification

Yindu Su, Huike Zou, Lin Sun, Ting Zhang, Haiyang Yang, Chen Li Yu +4

ACL 2025long

Product Attribute Value Identification (PAVI) involves identifying attribute values from product profiles, a key task for improving product search, recommendation, and business analytics on e-commerce platforms.However, existing PAVI methods face critical challenges, such as inferring implicit value…

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2024

IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing

Kang Chen, Qing Heng Zhang, Chengbao Lian, Yixin Ji, Xuwei Liu, Shuguang Han +3

EMNLP 2024industry

Unlike professional Business-to-Consumer (B2C) e-commerce platforms (e.g., Amazon), Consumer-to-Consumer (C2C) platforms (e.g., Facebook marketplace) are mainly targeting individual sellers who usually lack sufficient experience in e-commerce. Individual sellers often struggle to compose proper desc…

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