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Lei Huang
Lei Huang
Harbin Institute of Technology
Bestätigte E-Mail-Adresse bei ir.hit.edu.cn
Titel
Zitiert von
Zitiert von
Jahr
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, ...
ACM Transactions on Information Systems (TOIS), 2023
9532023
Trends in integration of knowledge and large language models: A survey and taxonomy of methods, benchmarks, and applications
Z Feng, W Ma, W Yu, L Huang, H Wang, Q Chen, W Peng, X Feng, B Qin
arXiv preprint arXiv:2311.05876, 2023
362023
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, ...
ACL 2024 Findings, 2024
72024
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
ACL 2024, 2024
72024
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, ...
EMNLP 2024, 2024
32024
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization
L Huang, X Feng, W Ma, Y Fan, X Feng, Y Ye, W Zhong, Y Gu, B Wang, ...
arXiv preprint arXiv:2501.13573, 2025
2025
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment
Y Fan, Y Mu, Y Wang, L Huang, J Ruan, B Li, T Xiao, S Huang, X Feng, ...
COLING 2025, 2025
2025
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
XTransplant: A Probe into the Upper Bound Performance of Multilingual Capability and Culture Adaptability in LLMs via Mutual Cross-lingual Feed-forward Transplantation
Y Ye, X Feng, X Feng, L Qin, Y Huang, L Huang, W Ma, Z Zhang, Y Lu, ...
arXiv preprint arXiv:2412.12686, 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
NeurIPS 2024, 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
COLING 2025, 2024
2024
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