Výsledky vyhledávání - "Lyu, Yuanjie"

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Generating Event-oriented Attribution for Movies via Two-Stage Prefix-Enhanced Multimodal LLM

Autor: Lyu, Yuanjie, Xu, Tong, Niu, Zihan, Peng, Bo, Ke, Jing, Chen, Enhong

The prosperity of social media platforms has raised the urgent demand for semantic-rich services, e.g., event and storyline attribution. However, most existing research focuses on clip-level event understanding, primarily through basic captioning tas

Externí odkaz: http://arxiv.org/abs/2409.09362

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Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation

Autor: Lyu, Yuanjie, Niu, Zihan, Xie, Zheyong, Zhang, Chao, Xu, Tong, Wang, Yang, Chen, Enhong

Despite the significant progress of large language models (LLMs) in various tasks, they often produce factual errors due to their limited internal knowledge. Retrieval-Augmented Generation (RAG), which enhances LLMs with external knowledge sources, o

Externí odkaz: http://arxiv.org/abs/2406.14979

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CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models

Autor: Lyu, Yuanjie, Li, Zhiyu, Niu, Simin, Xiong, Feiyu, Tang, Bo, Wang, Wenjin, Wu, Hao, Liu, Huanyong, Xu, Tong, Chen, Enhong

Retrieval-Augmented Generation (RAG) is a technique that enhances the capabilities of large language models (LLMs) by incorporating external knowledge sources. This method addresses common LLM limitations, including outdated information and the tende

Externí odkaz: http://arxiv.org/abs/2401.17043

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