
姓名:郭凤羽
性别:女
政治面貌:中共党员
职称:讲师
研究领域:NLP篇章分析、情感计算、医学图像相关
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:主持完成国家自然基金青年项目1项,先后参与省部级及以上项目5项;主要研究成果发表在重要期刊和国际会议上的论文15余篇,包括ACL、AAAI、COLING、CIKM等 。担任领域内多个期刊及会议的评审。兼任CCF 语音对话与听觉专委会执行委员、CCF YOCSEF天津AC。
代表性论文:
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.
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).
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), 2018:547–558. (CCF-B).
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).
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).
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).
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).
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).