Search Results for author: Huaying Yuan

Found 2 papers, 2 papers with code

Large Language Models for Information Retrieval: A Survey

1 code implementation14 Aug 2023 Yutao Zhu, Huaying Yuan, Shuting Wang, Jiongnan Liu, Wenhan Liu, Chenlong Deng, Haonan Chen, Zhicheng Dou, Ji-Rong Wen

This evolution requires a combination of both traditional methods (such as term-based sparse retrieval methods with rapid response) and modern neural architectures (such as language models with powerful language understanding capacity).

Information Retrieval Question Answering +2

Socialformer: Social Network Inspired Long Document Modeling for Document Ranking

1 code implementation22 Feb 2022 Yujia Zhou, Zhicheng Dou, Huaying Yuan, Zhengyi Ma

In this paper, we propose the model Socialformer, which introduces the characteristics of social networks into designing sparse attention patterns for long document modeling in document ranking.

Document Ranking

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