Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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SDG 4 Quality Education
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Dive into the research topics where Xiaocheng Feng is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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English is not all you need: Rewarding better translation to inspire multilingual capability in LLMs
Huo, W., Feng, X., Huang, Y., Fu, C., Wang, H. & Qin, B., 7 Mar 2026, In: Neurocomputing. 669, 132463.Research output: Contribution to journal › Article › peer-review
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Ensuring Consistency for In-Image Translation
Fu, C., Feng, X., Huang, Y., Huo, W., Li, B., Xiang, Y., Wang, H. & Liu, T., Feb 2026, In: Mathematics. 14, 3, 490.Research output: Contribution to journal › Article › peer-review
Open Access -
Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning
Huang, L., Feng, X., Ma, W., Fan, Y., Feng, X., Gu, Y., Ye, Y., Zhao, L., Zhong, W., Wang, B., Wu, D., Hu, G., Kong, L., Xiao, T., Liu, T. & Qin, B., 2025, Long Papers. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 24564-24579 16 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Link opens in a new tab Scopus citations -
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
Huang, L., Yu, W., Ma, W., Zhong, W., Feng, Z., Wang, H., Chen, Q., Peng, W., Feng, X., Qin, B. & Liu, T., 24 Jan 2025, In: ACM Transactions on Information Systems. 43, 2, 3155.Research output: Contribution to journal › Article › peer-review
Open Access818 Link opens in a new tab Scopus citations -
CC-TUNING: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning
Ye, Y., Feng, X., Yuan, Z., Feng, X., Qin, L., Huang, L., Ma, W., Huang, Y., Zhang, Z., Lu, Y., Yan, X., Tang, D., Tu, D. & Qin, B., 2025, Long Papers. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 19036-19051 16 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access