Standardization and interpretable analysis of geological database using retrieval-augmented large language model
Wei Yan, Jinhao Wu, Guanhua Chen, Shaoze Su, Ping Shen, Derek F Wong, Wan-Huan Zhou
6
Total Publications
3
Journal Articles
2
Conference Papers
1
arXiv preprint
Journal Articles
Dynamic curriculum learning for conversation response selection
Guanhua Chen, Runzhe Zhan, Derek F. Wong, Lidia S. Chao, Dynamic curriculum learning for conversation response selection, Knowledge-Based Systems, Volume 293, 2024, 111687, ISSN 0950-7051, https://doi.org/10.1016/j.knosys.2024.111687.
Multi-level curriculum learning for multi-turn dialogue generation
G. Chen, R. Zhan, D. F. Wong and L. S. Chao, "Multi-Level Curriculum Learning for Multi-Turn Dialogue Generation," in IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 31, pp. 3958-3967, 2023, doi: 10.1109/TASLP.2023.3322583.
Conference Papers
SGIC: A Self-Guided Iterative Calibration Framework for RAG
Guanhua Chen, Yutong Yao, Lidia S. Chao, Xuebo Liu, Derek F. Wong
A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU
Guanhua Chen, Yutong Yao, Derek F. Wong, and Lidia S. Chao. 2024. A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU. In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pages 1778–1788, Torino, Italia. ELRA and ICCL.
arXiv preprint
Not All LoRA Parameters Are Essential: Insights on Inference Necessity
Chen, Guanhua, et al. "Not All LoRA Parameters Are Essential: Insights on Inference Necessity." arXiv preprint arXiv:2503.23360 (2025).