Internal Consistency and Self-Feedback in Large Language Models: A Survey X Liang*, S Song*, Z Zheng*, H Wang, Q Yu, X Li, RH Li, Y Wang, Z Wang, ... arXiv preprint arXiv:2407.14507, 2024 | 25 | 2024 |
UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation X Liang*, S Song*, S Niu*, Z Li, F Xiong, B Tang, Y Wang, D He, P Cheng, ... ACL 2024, 2023 | 24 | 2023 |
Controllable text generation for large language models: A survey X Liang, H Wang, Y Wang, S Song, J Yang, S Niu, J Hu, D Liu, S Yao, ... arXiv preprint arXiv:2408.12599, 2024 | 16 | 2024 |
Attention heads of large language models: A survey Z Zheng, Y Wang, Y Huang, S Song, M Yang, B Tang, F Xiong, Z Li Patterns, 2024 | 14 | 2024 |
Fake artificial intelligence generated contents (faigc): A survey of theories, detection methods, and opportunities X Yu, Y Wang, Y Chen, Z Tao, D Xi, S Song, S Niu, Z Li arXiv preprint arXiv:2405.00711, 2024 | 11 | 2024 |
xFinder: Robust and Pinpoint Answer Extraction for Large Language Models Q Yu*, Z Zheng*, S Song*, Z Li, F Xiong, B Tang, D Chen ICLR 2025, 2024 | 10 | 2024 |
Memory3: Language modeling with explicit memory H Yang, Z Lin, W Wang, H Wu, Z Li, B Tang, W Wei, J Wang, Z Tang, ... J. Mach. Learn., 2024 | 9 | 2024 |
Empowering large language models to set up a knowledge retrieval indexer via self-learning X Liang, S Niu, S Zhang, S Song, H Wang, J Yang, F Xiong, B Tang, C Xi arXiv preprint arXiv:2405.16933, 2024 | 4 | 2024 |
Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs X Liang*, H Wang*, S Song*, M Hu, X Wang, Z Li, F Xiong, B Tang ACL 2024 (Findings), 2024 | 4 | 2024 |
Grimoire is All You Need for Enhancing Large Language Models D Chen*, S Song*, Q Yu, Z Li, W Wang, F Xiong, B Tang arXiv preprint arXiv:2401.03385, 2024 | 3 | 2024 |
Hrde: Retrieval-augmented large language models for chinese health rumor detection and explainability Y Chen, D Chen, S Song, S Niu, H Wang, Z Tang, F Xiong, Z Li arXiv preprint arXiv:2407.00668, 2024 | 1 | 2024 |
SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model X Liang, S Niu, Z Li, S Zhang, H Wang, F Xiong, JZ Fan, B Tang, S Song, ... arXiv preprint arXiv:2501.18636, 2025 | | 2025 |
TurtleBench: Evaluating Top Language Models via Real-World Yes/No Puzzles Q Yu, S Song, K Fang, Y Shi, Z Zheng, H Wang, S Niu, Z Li arXiv preprint arXiv:2410.05262, 2024 | | 2024 |
When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract) S Niu, X Liang, S Zhang, S Song, X Zhang, X Zhou AAAI 2024 (Student Abstract), 2024 | | 2024 |