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*, Fuxuan Wei, Shijue Huang, Wanxiang Che; Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages. In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP2023, CAAI/TH-CPL A)
[2] Libo Qin, Wenbo Pan, Qiguang Chen, Lizi Liao, Zhou Yu, Yue Zhang, Wanxiang Che, Min Li；End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions (EMNLP2023, CAAI/TH-CPL A)
[3] Libo Qin, Weiyun Wang, Qiguang Chen, Wanxiang Che; CLIPText: A New Paradigm for Zero-shot Text Classification Findings of Association for Computational Linguistic (ACL2023 Findings)
[4] Libo Qin, Xiao Xu, Lehan Wang, Yue Zhang, Wanxiang Che; Modularized Pre-training for End-to-end Task-oriented Dialogue. IEEE Transactions on Audio, Speech, and Language Processing. (TASLP2023, 中科院一区)
[5] 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 (ACL2022, CCF A)
[6] 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 (ACL2021, CCF A)
[7] 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 (EMNLP2021, CAAI/TH-CPL A)
[8] 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 (ACL2020, CCF A)
[9] 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 (IJCAI2020, CCF A)
[10] 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 (AAAI2020, CCF A)