A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions L Huang, W Yu, W Ma, W Zhong, Z Feng, H Wang, Q Chen, W Peng, ... arXiv preprint arXiv:2311.05232, 2023 | 859 | 2023 |
Controllable text generation via probability density estimation in the latent space Y Gu, X Feng, S Ma, L Zhang, H Gong, W Zhong, B Qin arXiv preprint arXiv:2212.08307, 2022 | 13 | 2022 |
Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models W Zhong, X Feng, L Zhao, Q Li, L Huang, Y Gu, W Ma, Y Xu, B Qin Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024 | 7 | 2024 |
STOA-VLP: Spatial-Temporal Modeling of Object and Action for Video-Language Pre-training W Zhong, M Zheng, D Tang, X Luo, H Gong, X Feng, B Qin Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence …, 2023 | 7 | 2023 |
Learning Fine-Grained Grounded Citations for Attributed Large Language Models L Huang, X Feng, W Ma, Y Gu, W Zhong, X Feng, W Yu, W Peng, D Tang, ... arXiv preprint arXiv:2408.04568, 2024 | 6 | 2024 |
Advancing Large Language Model Attribution through Self-Improving L Huang, X Feng, W Ma, L Zhao, Y Fan, W Zhong, D Xu, Q Yang, H Liu, ... arXiv preprint arXiv:2410.13298, 2024 | 2 | 2024 |
Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective X Yu, X Feng, Y Li, M Liao, YQ Yu, X Feng, W Zhong, R Chen, M Hu, J Wu, ... arXiv preprint arXiv:2412.17787, 2024 | | 2024 |
Length Controlled Generation for Black-box LLMs Y Gu, W Wang, X Feng, W Zhong, K Zhu, L Huang, TS Chua, B Qin arXiv preprint arXiv:2412.14656, 2024 | | 2024 |
Discrete Modeling via Boundary Conditional Diffusion Processes Y Gu, X Feng, L Huang, Y Wu, Z Zhou, W Zhong, K Zhu, B Qin arXiv preprint arXiv:2410.22380, 2024 | | 2024 |
Extending Context Window of Large Language Models from a Distributional Perspective Y Wu, Y Gu, X Feng, W Zhong, D Xu, Q Yang, H Liu, B Qin arXiv preprint arXiv:2410.01490, 2024 | | 2024 |
Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis W Ma, X Feng, W Zhong, L Huang, Y Ye, X Feng, B Qin arXiv preprint arXiv:2406.15796, 2024 | | 2024 |