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郭凤羽
2025-06-11 14:05  

姓名:郭凤羽

性别:女

政治面貌:中共党员

职称:讲师

研究领域:自然语言处理,篇章分析、情感计算、认知语言学等。

联系方式fyguo@tjnu.edu.cn

个人简历/教育经历2020年博士毕业于天津大学智能与计算学部

教授课程:《C++程序设计》、《Python程序设计》、《人工智能导论》等。

主要科研/教学成果:主持完成国家自然科学基金青年项目1项《基于跨篇章语境感知和多源知识线索融合的隐式篇章关系识别研究》(No.62106176);先后参与国家自然科学基金项目3项,发表学术论文10余篇。

代表性论文:

  1. Fengyu Guo, Yihan Li, Ziping Zhao. Integrating Paragraph Structural Information into Discourse Semantic Comprehension for Implicit Discourse Relation Recognition. In Proceedings of the INNS International Joint Conference on Neural Networks (IJCNN), 2025.  

  2. Fengyu Guo, Ruifang He, Jianwu Dang, Jian Wang. Working Memory-Driven Neural Networks with a Novel Knowledge Enhancement Paradigm for Implicit Discourse Relation Recognition. In Proceedings of the 34th AAAI Conference on Artifical Intelligence (AAAI),  2020. (CCF-A).

  3. Fengyu Guo, Ruifang He, Jin Di, Jianwu Dang, Longbiao Wang and Xiangang Li. Implicit Discourse Relation Recognition using Neural Tensor Network with Interactive Attention and Sparse Learning. In Proceedings of the 27th International Conference on Computational Linguistics (COLING), 2018547–558. (CCF-B).

  4. Ruifang He, Jian Wang, Fengyu Guo*, Yugui Han. TransS-Driven Joint Learning Architecture for Implicit Discourse Relation Recognition. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL), 2020. (CCF-A).

  5. Junwei Zhang, Ruifang He, Fengyu Guo*, et al. Disentangled Representation for Long-tail Senses of Word Sense Disambiguation. In Proceedings of the 31st ACM International Conference on Information and Knowledge Management (CIKM), 2022: 2569-2579. (CCF-B).

  6. Junwei Zhang, Ruifang He, Fengyu Guo*. Bi-matching Mechanism to Combat Long-tail Senses of Word Sense Disambiguation. In Proceedings of The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 2022: 621-637. (CCF-B).

  7. Junwei Zhang, Ruifang He, Fengyu Guo, Chang Liu. Quantum Interference Model for Semantic Biases of Glosses in Word Sense Disambiguation. In Proceedings of the 38th AAAI Conference on Artifical Intelligence (AAAI), 2024. (CCF-A).

  8. Junwei Zhang, Ruifang He, Fengyu Guo. Quantum-inspired Representation for Long-tail Senses of Word Sense Disambiguation. In Proceedings of the 37th AAAI Conference on Artifical Intelligence (AAAI), 2023. (CCF-A).

 

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