专家资质
专家简介
【代表性论文】
Zhang, Y., Li, Z., Liu, Z., Zheng H T*., Shen, Y., & Zhou, L. (2021). Event Detection with Dynamic Word-Trigger-Argument Graph Neural Networks. IEEE Transactions on Knowledge and Data Engineering. (CCF-A类，SCI检索) Feng, L., Qiu, M., Li, Y., Zheng H T*, & Shen, Y. (2021, November). Wasserstein Selective Transfer Learning for Cross-domain Text Mining. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.2021. (CCF-B类，EI检索) Chen M, Lin Z, Sun R, Ouyang K, Zheng H T*, Xie R,Wu W. Retrieval Enhanced Segment Generation Neural Network for Task-Oriented Dialog Systems. In IEEE ICASSP 2022. (CCF-B类，EI检索) Sun R, Chen B, Zhou Q, Li Y, Cao Y, Zheng H T*. A Non-hierarchical Attention Network with Modality Dropout for Textual Response Generation in Multimodal Dialogue Systems. In IEEE ICASSP 2022. (CCF-B类，EI检索) Wang D , Ding N , Li P , Zheng H T*, et al. CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding[C]// Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing. 2021. (CCF-A类，EI检索) Ding N , Xu G , Y Chen, Zheng H T*, et al. Few-NERD: A Few-Shot Named Entity Recognition Dataset[C] // Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing. 2021. (CCF-A类，EI检索) Wang W, Li P, Zheng H T*, et al. Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection. In Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021. (CCF-A类，EI检索) Feng L, Qiu M, Li Y, Zheng H T*, Shen Y, et al. Learning to Augment for Data-Scarce Domain BERT Knowledge Distillation. In Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021. (CCF-A类，EI检索) Shen, Ying, et al. "Modeling Relation Paths for Knowledge Graph Completion." IEEE Transactions on Knowledge and Data Engineering (2020). (CCF-A类，SCI检索) Lin Z , Li Z , Ding N,Hai-Tao Zheng*,et al. Integrating Linguistic Knowledge to Sentence Paraphrase Generation[J]. Proceedings of the AAAI Conference on Artificial Intelligence, 2020, 34(5):8368-8375. (CCF-A类，EI检索) Xu Z , Zheng H T* , Zhai S , et al. Knowledge and Cross-Pair Pattern Guided Semantic Matching for Question Answering[J]. Proceedings of the AAAI Conference on Artificial Intelligence, 2020, 34(5):9370-9377. (CCF-A类，EI检索) Bai Y , Li Z , Ding N, Hai-Tao Zheng*, et al. Infobox-to-text Generation with Tree-like Planning based Attention Network[C]// Twenty-Ninth International Joint Conference on Artificial Intelligence and Seventeenth Pacific Rim International Conference on Artificial Intelligence {IJCAI-PRICAI-20. 2020. (CCF-A类，EI检索) Li Z , Lin Z , Ding N, Hai-Tao Zheng*, et al. Triple-to-Text Generation with an Anchor-to-Prototype Framework[C]// Twenty-Ninth International Joint Conference on Artificial Intelligence and Seventeenth Pacific Rim International Conference on Artificial Intelligence {IJCAI-PRICAI-20. 2020. (CCF-A类，EI检索) Ding N , Long D , Xu G , Hai-Tao Zheng*, et al. Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation[C]// Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. 2020. (CCF-A类，EI检索) Lin Z , Cai D , Wang Y , Hai-Tao Zheng*,et al. The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection[C]// Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing ,2020. (CCF-B类，EI检索) Ziran Li, Ning Ding, Zhiyuan Liu, Hai-Tao Zheng*, Ying Shen. Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge[C]//Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL). 2019. （CCF-A类，EI检索） Jin-Yuan Chen, Hai-Tao Zheng*, Yong Jiang, Shu-Tao Xia, Cong-Zhi Zhao: A probabilistic model for semantic advertising. knowledge and information systems. 59(2): 387-412 (2019) （CCF-B类，SCI检索） Wei Wang, Hai-Tao Zheng*, Hao Liu. User Preference-Aware Review Generation[C] //Pacific-Asia Conference on Knowledge Discovery and Data Mining. Springer, Cham, 2019: 225-236. （CCF-B类，EI检索） Ning Ding, Ziran Li, Zhiyuan Liu, Hai-Tao Zheng*, Zibo Lin. Event Detection with Trigger-Aware Lattice Neural Network.[C] // Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019, 347-356. (CCF-B类，EI检索) Wang D , Li Z , Hai-Tao Zheng* , et al. Integrating User History into Heterogeneous Graph for Dialogue Act Recognition[C]// Proceedings of the 28th International Conference on Computational Linguistics. 2020. (CCF-B类，EI检索) Wang L , Xu Z , Lin Z , Hai-Tao Zheng*,et al. Answer-driven Deep Question Generation based on Reinforcement Learning[C]// Proceedings of the 28th International Conference on Computational Linguistics. 2020. (CCF-B类，EI检索) Sheng D , Wang D , Shen Y , Hai-Tao Zheng*, et al. Summarize before Aggregate: A Global-to-local Heterogeneous Graph Inference Network for Conversational Emotion Recognition[C]// Proceedings of the 28th International Conference on Computational Linguistics. 2020. (CCF-B类，EI检索) Hai-Tao Zheng, Ji-Min Guo, Yong Jiang, Shu-Tao Xia:Query-Focused Multi-document Summarization Based on Concept Importance. PAKDD (2) 2016: 443-453（CCF-B类，EI检索） 【优秀学生】 丁宁：2021“百度奖学金”、2020、2021年博士研究生国家奖学金、清华大学深圳国际研究生院“学术新秀”提名奖、清华大学研究生“清峰”奖学金 李自然：2019年硕士研究生国家奖学金、全球“西贝尔”学者称号（中国仅6人）、清华大学优秀硕士毕业论文、清华大学计算机系优秀毕业生 林子博：清华大学计算机系优秀毕业生 徐子涵：清华大学优秀毕业生、清华大学优秀硕士毕业论文 周颖敏：清华大学优秀硕士毕业论文 陈望：清华大学计算机系优秀毕业生