Search Results for author: Shuting Wang

Found 5 papers, 3 papers with code

LLMs + Persona-Plug = Personalized LLMs

no code implementations18 Sep 2024 Jiongnan Liu, Yutao Zhu, Shuting Wang, Xiaochi Wei, Erxue Min, Yu Lu, Shuaiqiang Wang, Dawei Yin, Zhicheng Dou

By attaching this embedding to the task input, LLMs can better understand and capture user habits and preferences, thereby producing more personalized outputs without tuning their own parameters.

Language Modelling

RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation

no code implementations18 Jun 2024 Shuting Wang, Xin Yu, Mang Wang, WeiPeng Chen, Yutao Zhu, Zhicheng Dou

These ranked documents sufficiently cover various query aspects and are aware of the generator's preferences, hence incentivizing it to produce rich and comprehensive responses for users.

Hallucination RAG +1

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, Zheng Liu, 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

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