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个人信息Personal Information
教师英文名称：Tangxiaoyi
职称：副教授
学位：博士
所在单位：外国语学院
电子邮箱：
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主要从事计算语言学与语料库语言学研究，聚焦人工智能赋能语言评估与外语教育。围绕英语写作质量的多维度、自动化与可解释评估，综合运用语料库方法、自然语言处理、预训练语言模型、图神经网络、大语言模型及可解释人工智能，研究细粒度语言特征与写作质量之间的关系，提升自动写作评估模型的可靠性、可解释性与教学应用价值，服务英语写作教、学、测、评、馈一体化。
- Unleashing the Potential of Pre-trained Language Model in Multi-Dimensional Writing Assessment: Towards More Robust and Explainable Scoring.Natural Language Processing,
- Book review: Mathew Gillings, Corpus Linguistic Approaches to Deception Detection.Discourse & Communication,2026,
- Incorporating Fine-Grained Linguistic Features and Explainable AI into Multi-Dimensional Automated Writing Assessment.Applied Sciences,14(10):4182.
- Harnessing LLMs for multi-dimensional writing assessment: Reliability and alignment with human judgments.Heliyon,10(14):e34262.
- Book Review: Dennis Tay, Data Analytics for Discourse Analysis with Python: The Case of Therapy Talk.Discourse Studies,27(2):313-315.
- The Class and Gender Politics of Chinese Online Discourse: Ambivalence, Sociopolitical Tensions and Co-option Yanning Huang (2024) Routledge, 208 pp..Gender and Language,18(3):1-4.
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