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Zhenyu Liu
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A survey of large language models attribution
D Li, Z Sun, X Hu, Z Liu, Z Chen, B Hu, A Wu, M Zhang
arXiv preprint arXiv:2311.03731, 2023
662023
Perception, reason, think, and plan: A survey on large multimodal reasoning models
Y Li, Z Liu, Z Li, X Zhang, Z Xu, X Chen, H Shi, S Jiang, X Wang, J Wang, ...
arXiv preprint arXiv:2505.04921, 2025
582025
Separate the wheat from the chaff: Model deficiency unlearning via parameter-efficient module operation
X Hu, D Li, B Hu, Z Zheng, Z Liu, M Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 38 (16), 18252 …, 2024
412024
Funnelrag: A coarse-to-fine progressive retrieval paradigm for rag
X Zhao, Y Zhong, Z Sun, X Hu, Z Liu, D Li, B Hu, M Zhang
Findings of the Association for Computational Linguistics: NAACL 2025, 3029-3046, 2025
202025
Kalm-embedding: Superior training data brings a stronger embedding model
X Hu, Z Shan, X Zhao, Z Sun, Z Liu, D Li, S Ye, X Wei, Q Chen, B Hu, ...
arXiv preprint arXiv:2501.01028, 2025
202025
Improving attributed text generation of large language models via preference learning
D Li, Z Sun, B Hu, Z Liu, X Hu, X Liu, M Zhang
arXiv preprint arXiv:2403.18381, 2024
202024
In-context learning state vector with inner and momentum optimization
D Li, Z Liu, X Hu, Z Sun, B Hu, M Zhang
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
82024
PPAT: Progressive graph pairwise attention network for event causality identification
L Zhenyu, Z Xu, B Hu
Proceedings of the Thirty-Second International Joint Conference on …, 2023
8*2023
Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment
Z Liu, D Li, X Hu, X Zhao, Y Chen, B Hu, M Zhang
Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024
52024
Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion
X Zhao, J Yu, Z Liu, J Wang, D Li, Y Chen, B Hu, M Zhang
arXiv preprint arXiv:2410.10408, 2024
42024
Picking the Cream of the Crop: Visual-Centric Data Selection with Collaborative Agents
Z Liu, Y Li, B Hu, W Luo, Y Wang, M Zhang
arXiv preprint arXiv:2502.19917, 2025
2025
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Articles 1–11