覃立波科研成果

个人简介     覃立波，男，中南大学特聘教授，小米青年学者，师从车万翔教授。主要研究兴趣为人工智能、自然语言处理、人机对话、大模型等，在人工智能及自然语言处理等领域国际会议ACL、EMNLP、AAAI、IJCAI上发表论文多篇。研究成果曾入选Paper Digest高影响力论文及获得世界人工智能大会青年优秀论文提名和EMNLP2022 MMNLU Workshop最佳论文奖。担任IJCAI、EMNLP、NAACL、ACL Rolling Review等国际会议领域主席或高级程序委员会委员。 【招生信息】欢迎对人工智能、自然语言处理、人机对话、大模型等方向感兴趣，自驱力强、积极主动，致力于科研的同学联系。（表现优异的同学可以帮助推荐至腾讯、百度、阿里巴巴、华为等企业实习，其中有意出国读博的同学可以帮助推荐至新加坡、美国、加拿大等知名学校） 【联系方式】lbqin[AT]csu.edu.cn。 报告（部分） [1] 浅谈论文调研与研究方法 [2] 对话语言理解前沿进展报告 [3] 基于迁移学习的任务型对话系统 部分发表论文（全部列表） [1] Libo Qin; Qiguang Chen; Tianbao Xie; Qixin Li; Jian-Guang Lou; Wanxiang Che; Min-Yen Kan ; GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding, Association for Computational Linguistics (ACL, CCF A), 2022 [2] Libo Qin; Wanxiang Che; Zhou Yu ; Spoken Language Understanding: Recent Advances and New Frontiers. International Joint Conference on Artificial Intelligence. (IJCAI2022, Tutorial), 2022 [3] Libo Qin; Fuxuan Wei; Tianbao Xie; Xiao Xu; Wanxiang Che; Ting Liu ; GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling, Association for Computational Linguistics (ACL, CCF A), 2021 [4] Libo Qin; Xiao Xu; Wanxiang Che; Yue Zhang; Ting Liu ; Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog, Association for Computational Linguistics (ACL, CCF A), 2020 [5] Libo Qin; Minheng Ni; Yue Zhang; Wanxiang Che ; CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP. International Joint Conference on Artificial Intelligence (IJCAI, CCF A), 2020 [6] Libo Qin; Wanxiang Che; Yangming Li; Mingheng Ni; Ting Liu ; DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification, Association for the Advancement of Artificial Intelligence  (AAAI, CCF A), 2020 [7] Libo Qin; Tianbao Xie; Wanxiang Che; Ting Liu; A Survey on Spoken Language Understanding: Recent Advances and New Frontiers. In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence Survey Track.  (IJCAI 2021, Survey Track), 2021 [8] Libo Qin, Tianbao Xie, Shijue Huang, Qiguang Chen, Xiao Xu, Wanxiang Che. Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP, CCF B), 2021 [9] Libo Qin, Xiao Xu, Wanxiang Che, Ting Liu. AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020 Findings), 2020 [10] Libo Qin, Wanxiang Che, Yangming Li, Haoyang Wen, Ting Liu. A Stack Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding. Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP, CCF B), 2019 内容来自集群智慧云企服 实用新型专利1875代写全部资料全国受理