| Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Y Zhang, Y Li, L Cui, D Cai, L Liu, T Fu, X Huang, E Zhao, Y Zhang, ... arXiv preprint arXiv:2309.01219, 2023 | 1787 | 2023 |
| Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration C Lyu, M Wu, L Wang, X Huang, B Liu, Z Du, S Shi, Z Tu arXiv preprint arXiv:2306.09093, 2023 | 260 | 2023 |
| Knowledge Fusion of Large Language Models F Wan, X Huang, D Cai, X Quan, W Bi, S Shi ICLR 2024, 2024 | 206 | 2024 |
| Enhancing intraday stock price manipulation detection by leveraging recurrent neural networks with ensemble learning Q Wang, W Xu, X Huang, K Yang Neurocomputing 347, 46-58, 2019 | 109 | 2019 |
| Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance Y Zhang, L Cui, D Cai, X Huang, T Fang, W Bi arXiv preprint arXiv:2305.13225, 2023 | 55 | 2023 |
| FuseChat: Knowledge Fusion of Chat Models F Wan, Z Yang, L Zhong, X Quan, X Huang, W Bi Technical report, 2024 | 45 | 2024 |
| Effidit: Your AI Writing Assistant S Shi, E Zhao, D Tang, Y Wang, P Li, W Bi, H Jiang, G Huang, L Cui, ... ACL 2023 (system demonstrations), 2023 | 45* | 2023 |
| Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models. arXiv 2023 Y Zhang, Y Li, L Cui, D Cai, L Liu, T Fu, X Huang, E Zhao, Y Zhang, ... arXiv preprint arXiv:2309.01219, 2023 | 38 | 2023 |
| Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration F Wan, X Huang, T Yang, X Quan, W Bi, S Shi EMNLP 2023, 2023 | 27 | 2023 |
| Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation X Huang, J Qi, Y Sun, R Zhang ACL 2020, 2020 | 25 | 2020 |
| Knowledge Verification to Nip Hallucination in the Bud F Wan, X Huang, L Cui, X Quan, W Bi, S Shi EMNLP 2024, 2024 | 24* | 2024 |
| TeG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Task Design Y Chen, H Jiang, X Huang, S Shi, G Qi NAACL 2024, 2023 | 18* | 2023 |
| Mala: Cross-domain dialogue generation with action learning X Huang, J Qi, Y Sun, R Zhang AAAI 2020, 2020 | 17 | 2020 |
| Hunyuan-turbos: Advancing large language models through mamba-transformer synergy and adaptive chain-of-thought TH Team Technical report, 2025 | 15 | 2025 |
| LoGU: Long-form Generation with Uncertainty Expressions R Yang, C Zhang, Z Zhang, X Huang, S Yang, N Collier, D Yu, D Yang ACL 2025, 2025 | 12 | 2025 |
| Atomic Calibration of LLMs in Long-Form Generations C Zhang, R Yang, Z Zhang, X Huang, S Yang, D Yu, N Collier ACL 2025 KnowFM Oral, 2025 | 11 | 2025 |
| BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models X Zhao, X Huang, T Fu, Q Li, S Gong, L Liu, W Bi, L Kong ACL Findings 2024, 2024 | 11 | 2024 |
| Latent reasoning for low-resource question generation X Huang, J Qi, Y Sun, R Zhang ACL Findings 2021, 2021 | 10 | 2021 |
| Carl: Aggregated search with context-aware module embedding learning X Huang, J Qi, Y Sun, R Zhang, HT Zheng 2019 International Joint Conference on Neural Networks, 2019 | 9 | 2019 |
| A silver bullet or a compromise for full attention? A comprehensive study of gist token-based context compression C Deng, Z Zhang, K Mao, S Li, X Huang, D Yu, Z Dou ACL 2025, 2025 | 8 | 2025 |
Shuming ShiTencent AI LabVerified email at tencent.com
