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Ji-Rong Wen

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REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering

Feb 27, 2024
Yuhao Wang, Ruiyang Ren, Junyi Li, Wayne Xin Zhao, Jing Liu, Ji-Rong Wen

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Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models

Feb 26, 2024
Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen

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Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs

Feb 22, 2024
Jiejun Tan, Zhicheng Dou, Yutao Zhu, Peidong Guo, Kun Fang, Ji-Rong Wen

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Large Language Model-based Human-Agent Collaboration for Complex Task Solving

Feb 20, 2024
Xueyang Feng, Zhi-Yuan Chen, Yujia Qin, Yankai Lin, Xu Chen, Zhiyuan Liu, Ji-Rong Wen

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KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph

Feb 17, 2024
Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, Yang Song, Chen Zhu, Hengshu Zhu, Ji-Rong Wen

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INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning

Jan 12, 2024
Yutao Zhu, Peitian Zhang, Chenghao Zhang, Yifei Chen, Binyu Xie, Zhicheng Dou, Zheng Liu, Ji-Rong Wen

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Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint

Jan 11, 2024
Zhipeng Chen, Kun Zhou, Wayne Xin Zhao, Junchen Wan, Fuzheng Zhang, Di Zhang, Ji-Rong Wen

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Prompting Large Language Models for Recommender Systems: A Comprehensive Framework and Empirical Analysis

Jan 10, 2024
Lanling Xu, Junjie Zhang, Bingqian Li, Jinpeng Wang, Mingchen Cai, Wayne Xin Zhao, Ji-Rong Wen

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The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models

Jan 06, 2024
Junyi Li, Jie Chen, Ruiyang Ren, Xiaoxue Cheng, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen

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Distillation is All You Need for Practically Using Different Pre-trained Recommendation Models

Jan 01, 2024
Wenqi Sun, Ruobing Xie, Junjie Zhang, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen

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