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Collaborations and top research areas from the last five years
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A knowledge-fused maximum mean discrepancy for cross-lingual named entity recognition
Cao, H., Shang, J., Yang, M. & Zhao, T., Jan 2026, In: Information Fusion. 125, 103494.Research output: Contribution to journal › Article › peer-review
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Long-form RewardBench: Evaluating Reward Models for Long-form Generation
Huang, H., He, Y., Liu, W., Yang, M., Liu, J., Chen, K., Xu, B., Zhu, C., Cao, H. & Zhao, T., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 37 ed. Association for the Advancement of Artificial Intelligence, p. 31149-31157 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 37).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Lost in Benchmarks? Rethinking Large Language Model Benchmarking with Item Response Theory
Zhou, H., Huang, H., Zhao, Z., Han, L., Wang, H., Chen, K., Yang, M., Bao, W., Dong, J., Xu, B., Zhu, C., Cao, H. & Zhao, T., 2026, In: Proceedings of the AAAI Conference on Artificial Intelligence. 40, 41, p. 35085-35093 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
RFformer: Rectified Flow Transformer for Time Series Anomaly Detection
Hui, D., Zhu, H., Liu, S., Yang, M., Yi, C. & Wei, B., 2026, Pattern Recognition and Computer Vision - 8th Chinese Conference, PRCV 2025, Proceedings. Kittler, J., Xiong, H., Lin, W., Yang, J., Chen, X., Lu, J., Yu, J. & Zheng, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 189-203 15 p. (Lecture Notes in Computer Science; vol. 16272 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Chain-of-Task Framework for Instruction Tuning of LLMs Based on Chinese Grammatical Error Correction
Liu, X., Xu, B., Yang, M., Cao, H., Zhu, C., Zhao, T. & Lu, W., 2025, Main Conference. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B. & Schockaert, S. (eds.). Association for Computational Linguistics (ACL), p. 8623-8639 17 p. (Proceedings - International Conference on Computational Linguistics, COLING).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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