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Posts by Collection
portfolio
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publications
Multi-level curriculum learning for multi-turn dialogue generation
Published in TASLP(2023), 2023
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.
A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU
Published in COLING(2024), 2024
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.
Dynamic curriculum learning for conversation response selection
Published in KBS(2024), 2024
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.
Not All LoRA Parameters Are Essential: Insights on Inference Necessity
Published in arXiv, 2025
Chen, Guanhua, et al. “Not All LoRA Parameters Are Essential: Insights on Inference Necessity.” arXiv preprint arXiv:2503.23360 (2025).
SGIC: A Self-Guided Iterative Calibration Framework for RAG
Published in ACL(2025), 2025
Guanhua Chen, Yutong Yao, Lidia S. Chao, Xuebo Liu, Derek F. Wong
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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