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Xing Xie

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Learning with Noisy Foundation Models

Mar 11, 2024
Hao Chen, Jindong Wang, Zihan Wang, Ran Tao, Hongxin Wei, Xing Xie, Masashi Sugiyama, Bhiksha Raj

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RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems

Mar 11, 2024
Jianxun Lian, Yuxuan Lei, Xu Huang, Jing Yao, Wei Xu, Xing Xie

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ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models

Mar 08, 2024
Jio Oh, Soyeon Kim, Junseok Seo, Jindong Wang, Ruochen Xu, Xing Xie, Steven Euijong Whang

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Aligning Large Language Models for Controllable Recommendations

Mar 08, 2024
Wensheng Lu, Jianxun Lian, Wei Zhang, Guanghua Li, Mingyang Zhou, Hao Liao, Xing Xie

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GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability

Mar 07, 2024
Zihan Luo, Xiran Song, Hong Huang, Jianxun Lian, Chenhao Zhang, Jinqi Jiang, Xing Xie, Hai Jin

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On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models

Mar 07, 2024
Xinpeng Wang, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei, Peng Zhang, Dongkuan Xu, Maosong Sun, Xing Xie

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Negating Negatives: Alignment without Human Positive Samples via Distributional Dispreference Optimization

Mar 06, 2024
Shitong Duan, Xiaoyuan Yi, Peng Zhang, Tun Lu, Xing Xie, Ning Gu

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Aligning Language Models for Versatile Text-based Item Retrieval

Feb 29, 2024
Yuxuan Lei, Jianxun Lian, Jing Yao, Mingqi Wu, Defu Lian, Xing Xie

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ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph

Feb 29, 2024
Xukun Liu, Zhiyuan Peng, Xiaoyuan Yi, Xing Xie, Lirong Xiang, Yuchen Liu, Dongkuan Xu

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High-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text-attributed Graphs

Feb 26, 2024
Peiyan Zhang, Chaozhuo Li, Liying Kang, Feiran Huang, Senzhang Wang, Xing Xie, Sunghun Kim

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