FewJoint: few-shot learning for joint dialogue understanding
International Journal of Machine Learning and Cybernetics, 1--15, 2022.
Hou, Yutai and Wang, Xinghao and Chen, Cheng and Li, Bohan and Che, Wanxiang and Chen, Zhigang
任务型对话系统
FewJoint: few-shot learning for joint dialogue understanding
International Journal of Machine Learning and Cybernetics, 1--15, 2022.
Hou, Yutai and Wang, Xinghao and Chen, Cheng and Li, Bohan and Che, Wanxiang and Chen, Zhigang
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2677--2686, 2022
Qin, Libo and Chen, Qiguang and Xie, Tianbao and Li, Qixin and Lou, Jian-Guang and Che, Wanxiang and Kan, Min-Yen
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2677--2686, 2022
Qin, Libo and Chen, Qiguang and Xie, Tianbao and Li, Qixin and Lou, Jian-Guang and Che, Wanxiang and Kan, Min-Yen
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging
Findings of the Association for Computational Linguistics: ACL 2022, 637--647
Hou, Yutai and Chen, Cheng and Luo, Xianzhen and Li, Bohan and Che, Wanxiang
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging
Findings of the Association for Computational Linguistics: ACL 2022, 637--647
Hou, Yutai and Chen, Cheng and Luo, Xianzhen and Li, Bohan and Che, Wanxiang
Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding
Proceedings of the AAAI Conference on Artificial Intelligence, 11575--11585, 2022.
Xu, Xiao and Qin, Libo and Chen, Kaiji and Wu, Guoxing and Li, Linlin and Che, Wanxiang
Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding
Proceedings of the AAAI Conference on Artificial Intelligence, 11575--11585, 2022.
Xu, Xiao and Qin, Libo and Chen, Kaiji and Wu, Guoxing and Li, Linlin and Che, Wanxiang
A survey on spoken language understanding: Recent advances and new frontiers
ArXiv preprint, abs/2103.03095, 2021.
Qin, Libo and Xie, Tianbao and Che, Wanxiang and Liu, Ting
A survey on spoken language understanding: Recent advances and new frontiers
ArXiv preprint, abs/2103.03095, 2021.
Qin, Libo and Xie, Tianbao and Che, Wanxiang and Liu, Ting
C2c-genda: Cluster-to-cluster generation for data augmentation of slot filling
Proceedings of the AAAI Conference on Artificial Intelligence, 13027--13035, 2021.
Hou, Yutai and Chen, Sanyuan and Che, Wanxiang and Chen, Cheng and Liu, Ting
C2c-genda: Cluster-to-cluster generation for data augmentation of slot filling
Proceedings of the AAAI Conference on Artificial Intelligence, 13027--13035, 2021.
Hou, Yutai and Chen, Sanyuan and Che, Wanxiang and Chen, Cheng and Liu, Ting
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System
ArXiv preprint, abs/2109.11292, 2021.
Qin, Libo and Xie, Tianbao and Huang, Shijue and Chen, Qiguang and Xu, Xiao and Che, Wanxiang
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System
ArXiv preprint, abs/2109.11292, 2021.
Qin, Libo and Xie, Tianbao and Huang, Shijue and Chen, Qiguang and Xu, Xiao and Che, Wanxiang
Few-shot learning for multi-label intent detection
Proceedings of the AAAI Conference on Artificial Intelligence, 13036--13044, 2021.
Hou, Yutai and Lai, Yongkui and Wu, Yushan and Che, Wanxiang and Liu, Ting
Few-shot learning for multi-label intent detection
Proceedings of the AAAI Conference on Artificial Intelligence, 13036--13044, 2021.
Hou, Yutai and Lai, Yongkui and Wu, Yushan and Che, Wanxiang and Liu, Ting
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 178--188, 2021.
Qin, Libo and Wei, Fuxuan and Xie, Tianbao and Xu, Xiao and Che, Wanxiang and Liu, Ting
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 178--188, 2021.
Qin, Libo and Wei, Fuxuan and Xie, Tianbao and Xu, Xiao and Che, Wanxiang and Liu, Ting
Knowing where to leverage: Context-aware graph convolutional network with an adaptive fusion layer for contextual spoken language understanding
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 1280--1289, 2021.
Qin, Libo and Che, Wanxiang and Ni, Minheng and Li, Yangming and Liu, Ting
Knowing where to leverage: Context-aware graph convolutional network with an adaptive fusion layer for contextual spoken language understanding
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 1280--1289, 2021.
Qin, Libo and Che, Wanxiang and Ni, Minheng and Li, Yangming and Liu, Ting
Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 3190--3200, 2021.
Hou, Yutai and Lai, Yongkui and Chen, Cheng and Che, Wanxiang and Liu, Ting
Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 3190--3200, 2021.
Hou, Yutai and Lai, Yongkui and Chen, Cheng and Che, Wanxiang and Liu, Ting
A co-interactive transformer for joint slot filling and intent detection
ArXiv preprint, abs/2010.03880, 2020.
Qin, Libo and Liu, Tailu and Che, Wanxiang and Kang, Bingbing and Zhao, Sendong and Liu, Ting
A co-interactive transformer for joint slot filling and intent detection
ArXiv preprint, abs/2010.03880, 2020.
Qin, Libo and Liu, Tailu and Che, Wanxiang and Kang, Bingbing and Zhao, Sendong and Liu, Ting
AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling
Findings of the Association for Computational Linguistics: EMNLP 2020, 1807--1816, 2020.
Qin, Libo and Xu, Xiao and Che, Wanxiang and Liu, Ting
AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling
Findings of the Association for Computational Linguistics: EMNLP 2020, 1807--1816, 2020.
Qin, Libo and Xu, Xiao and Che, Wanxiang and Liu, Ting
Dcr-net: A deep co-interactive relation network for joint dialog act recognition and sentiment classification
Proceedings of the AAAI conference on artificial intelligence, 8665--8672, 2020.
Qin, Libo and Che, Wanxiang and Li, Yangming and Ni, Mingheng and Liu, Ting
Dcr-net: A deep co-interactive relation network for joint dialog act recognition and sentiment classification
Proceedings of the AAAI conference on artificial intelligence, 8665--8672, 2020.
Qin, Libo and Che, Wanxiang and Li, Yangming and Ni, Mingheng and Liu, Ting
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 6344--6354, 2020.
Qin, Libo and Xu, Xiao and Che, Wanxiang and Zhang, Yue and Liu, Ting
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 6344--6354, 2020.
Qin, Libo and Xu, Xiao and Che, Wanxiang and Zhang, Yue and Liu, Ting
Injecting word information with multi-level word adapter for chinese spoken language understanding
ArXiv preprint, abs/2010.03903, 2020.
Teng, Dechuan and Qin, Libo and Che, Wanxiang and Zhao, Sendong and Liu, Ting
Injecting word information with multi-level word adapter for chinese spoken language understanding
ArXiv preprint, abs/2010.03903, 2020.
Teng, Dechuan and Qin, Libo and Che, Wanxiang and Zhao, Sendong and Liu, Ting
Multi-domain spoken language understanding using domain-and task-aware parameterization
ArXiv preprint, abs/2004.14871, 2020.
Qin, Libo and Wei, Fuxuan and Ni, Minheng and Zhang, Yue and Che, Wanxiang and Li, Yangming and Liu, Ting
Multi-domain spoken language understanding using domain-and task-aware parameterization
ArXiv preprint, abs/2004.14871, 2020.
Qin, Libo and Wei, Fuxuan and Ni, Minheng and Zhang, Yue and Che, Wanxiang and Li, Yangming and Liu, Ting
Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 97--106, 2020.
Li, Yangming and Yao, Kaisheng and Qin, Libo and Che, Wanxiang and Li, Xiaolong and Liu, Ting
Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 97--106, 2020.
Li, Yangming and Yao, Kaisheng and Qin, Libo and Che, Wanxiang and Li, Xiaolong and Liu, Ting
A corpus-free state2seq user simulator for task-oriented dialogue
ArXiv preprint, abs/1909.04448, 2019.
Hou, Yutai and Fang, Meng and Che, Wanxiang and Liu, Ting
A corpus-free state2seq user simulator for task-oriented dialogue
ArXiv preprint, abs/1909.04448, 2019.
Hou, Yutai and Fang, Meng and Che, Wanxiang and Liu, Ting
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2078--2087, 2019.
Qin, Libo and Che, Wanxiang and Li, Yangming and Wen, Haoyang and Liu, Ting
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2078--2087, 2019.
Qin, Libo and Che, Wanxiang and Li, Yangming and Wen, Haoyang and Liu, Ting
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 133--142, 2019.
Qin, Libo and Liu, Yijia and Che, Wanxiang and Wen, Haoyang and Li, Yangming and Liu, Ting
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 133--142, 2019.
Qin, Libo and Liu, Yijia and Che, Wanxiang and Wen, Haoyang and Li, Yangming and Liu, Ting
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding
Proceedings of the 27th International Conference on Computational Linguistics, 1234--1245, 2018.
Hou, Yutai and Liu, Yijia and Che, Wanxiang and Liu, Ting
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding
Proceedings of the 27th International Conference on Computational Linguistics, 1234--1245, 2018.
Hou, Yutai and Liu, Yijia and Che, Wanxiang and Liu, Ting
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation
Proceedings of the 27th International Conference on Computational Linguistics, 3781--3792, 2018.
Wen, Haoyang and Liu, Yijia and Che, Wanxiang and Qin, Libo and Liu, Ting
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation
Proceedings of the 27th International Conference on Computational Linguistics, 3781--3792, 2018.
Wen, Haoyang and Liu, Yijia and Che, Wanxiang and Qin, Libo and Liu, Ting