Search Results for author: Sen Mei

Found 2 papers, 2 papers with code

MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin

1 code implementation21 Oct 2023 Tianshuo Zhou, Sen Mei, Xinze Li, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Ge Yu

To facilitate the multi-modal retrieval tasks, we build the ClueWeb22-MM dataset based on the ClueWeb22 dataset, which regards anchor texts as queries, and exacts the related text and image documents from anchor-linked web pages.

Language Modelling Retrieval +1

Text Matching Improves Sequential Recommendation by Reducing Popularity Biases

1 code implementation27 Aug 2023 Zhenghao Liu, Sen Mei, Chenyan Xiong, Xiaohua LI, Shi Yu, Zhiyuan Liu, Yu Gu, Ge Yu

TASTE alleviates the cold start problem by representing long-tail items using full-text modeling and bringing the benefits of pretrained language models to recommendation systems.

Sequential Recommendation Text Matching

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