2021
A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 2344--2354, 2021.
Wang, Yuxuan and Che, Wanxiang and Titov, Ivan and Cohen, Shay B. and Lei, Zhilin and Liu, Ting
A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 2344--2354, 2021.
Wang, Yuxuan and Che, Wanxiang and Titov, Ivan and Cohen, Shay B. and Lei, Zhilin 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
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
Adversarial Training for Machine Reading Comprehension with Virtual Embeddings
Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics, 308--313, 2021.
Yang, Ziqing and Cui, Yiming and Si, Chenglei and Che, Wanxiang and Liu, Ting and Wang, Shijin and Hu, Guoping
Adversarial Training for Machine Reading Comprehension with Virtual Embeddings
Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics, 308--313, 2021.
Yang, Ziqing and Cui, Yiming and Si, Chenglei and Che, Wanxiang and Liu, Ting and Wang, Shijin and Hu, Guoping
Allocating large vocabulary capacity for cross-lingual language model pre-training
ArXiv preprint, abs/2109.07306, 2021.
Zheng, Bo and Dong, Li and Huang, Shaohan and Singhal, Saksham and Che, Wanxiang and Liu, Ting and Song, Xia and Wei, Furu
Allocating large vocabulary capacity for cross-lingual language model pre-training
ArXiv preprint, abs/2109.07306, 2021.
Zheng, Bo and Dong, Li and Huang, Shaohan and Singhal, Saksham and Che, Wanxiang and Liu, Ting and Song, Xia and Wei, Furu
Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer
ArXiv preprint, abs/2106.01732, 2021.
Yang, Ziqing and Ma, Wentao and Cui, Yiming and Ye, Jiani and Che, Wanxiang and Wang, Shijin
Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer
ArXiv preprint, abs/2106.01732, 2021.
Yang, Ziqing and Ma, Wentao and Cui, Yiming and Ye, Jiani and Che, Wanxiang and Wang, Shijin
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
Character-Level Syntax Infusion in Pre-Trained Models for Chinese Semantic Role Labeling
International Journal of Machine Learning and Cybernetics, 3503--3515, 2021.
Wang, Yuxuan and Lei, Zhilin and Che, Wanxiang
Character-Level Syntax Infusion in Pre-Trained Models for Chinese Semantic Role Labeling
International Journal of Machine Learning and Cybernetics, 3503--3515, 2021.
Wang, Yuxuan and Lei, Zhilin and Che, Wanxiang
Consistency Regularization for Cross-Lingual Fine-Tuning
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), 3403--3417, 2021.
Zheng, Bo and Dong, Li and Huang, Shaohan and Wang, Wenhui and Chi, Zewen and Singhal, Saksham and Che, Wanxiang and Liu, Ting and Song, Xia and Wei, Furu
Consistency Regularization for Cross-Lingual Fine-Tuning
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), 3403--3417, 2021.
Zheng, Bo and Dong, Li and Huang, Shaohan and Wang, Wenhui and Chi, Zewen and Singhal, Saksham and Che, Wanxiang and Liu, Ting and Song, Xia and Wei, Furu
Discovering Dialog Structure Graph for Coherent Dialog Generation
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), 1726--1739, 2021.
Xu, Jun and Lei, Zeyang and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang
Discovering Dialog Structure Graph for Coherent Dialog Generation
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), 1726--1739, 2021.
Xu, Jun and Lei, Zeyang and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang
Discovering Drug-Target Interaction Knowledge from Biomedical Literature
ArXiv preprint, abs/2109.13187, 2021.
Hou, Yutai and Xia, Yingce and Wu, Lijun and Xie, Shufang and Fan, Yang and Zhu, Jinhua and Che, Wanxiang and Qin, Tao and Liu, Tie-Yan
Discovering Drug-Target Interaction Knowledge from Biomedical Literature
ArXiv preprint, abs/2109.13187, 2021.
Hou, Yutai and Xia, Yingce and Wu, Lijun and Xie, Shufang and Fan, Yang and Zhu, Jinhua and Che, Wanxiang and Qin, Tao and Liu, Tie-Yan
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
Durecdial 2.0: A bilingual parallel corpus for conversational recommendation
ArXiv preprint, abs/2109.08877, 2021.
Liu, Zeming and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang
Durecdial 2.0: A bilingual parallel corpus for conversational recommendation
ArXiv preprint, abs/2109.08877, 2021.
Liu, Zeming and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang
Dynamic Connected Networks for Chinese Spelling Check
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 2437--2446, 2021.
Wang, Baoxin and Che, Wanxiang and Wu, Dayong and Wang, Shijin and Hu, Guoping and Liu, Ting
Dynamic Connected Networks for Chinese Spelling Check
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 2437--2446, 2021.
Wang, Baoxin and Che, Wanxiang and Wu, Dayong and Wang, Shijin and Hu, Guoping 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
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
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding
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), 2579--2591, 2021.
Xu, Yang and Xu, Yiheng and Lv, Tengchao and Cui, Lei and Wei, Furu and Wang, Guoxin and Lu, Yijuan and Florencio, Dinei and Zhang, Cha and Che, Wanxiang and Zhang, Min and Zhou, Lidong
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding
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), 2579--2591, 2021.
Xu, Yang and Xu, Yiheng and Lv, Tengchao and Cui, Lei and Wei, Furu and Wang, Guoxin and Lu, Yijuan and Florencio, Dinei and Zhang, Cha and Che, Wanxiang and Zhang, Min and Zhou, Lidong
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
N-LTP: An Open-source Neural Language Technology Platform for Chinese
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 42--49, 2021.
Che, Wanxiang and Feng, Yunlong and Qin, Libo and Liu, Ting
N-LTP: An Open-source Neural Language Technology Platform for Chinese
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 42--49, 2021.
Che, Wanxiang and Feng, Yunlong and Qin, Libo and Liu, Ting
Nl-augmenter: A framework for task-sensitive natural language augmentation
ArXiv preprint, abs/2112.02721, 2021.
Dhole, Kaustubh D and Gangal, Varun and Gehrmann, Sebastian and Gupta, Aadesh and Li, Zhenhao and Mahamood, Saad and Mahendiran, Abinaya and Mille, Simon and Srivastava, Ashish and Tan, Samson and others
Nl-augmenter: A framework for task-sensitive natural language augmentation
ArXiv preprint, abs/2112.02721, 2021.
Dhole, Kaustubh D and Gangal, Varun and Gehrmann, Sebastian and Gupta, Aadesh and Li, Zhenhao and Mahamood, Saad and Mahendiran, Abinaya and Mille, Simon and Srivastava, Ashish and Tan, Samson and others
Understanding attention in machine reading comprehension
ArXiv preprint, abs/2108.11574, 2021.
Cui, Yiming and Zhang, Wei-Nan and Che, Wanxiang and Liu, Ting and Chen, Zhigang
Understanding attention in machine reading comprehension
ArXiv preprint, abs/2108.11574, 2021.
Cui, Yiming and Zhang, Wei-Nan and Che, Wanxiang and Liu, Ting and Chen, Zhigang
Understanding Patient Query with Weak Supervision from Doctor Response
IEEE Journal of Biomedical and Health Informatics, 2021.
Shi, Xiaoming and Zhao, Sendong and Wang, Yuxuan and Chen, Xi and Zhang, Ziheng and Zheng, Yefeng and Che, Wanxiang
Understanding Patient Query with Weak Supervision from Doctor Response
IEEE Journal of Biomedical and Health Informatics, 2021.
Shi, Xiaoming and Zhao, Sendong and Wang, Yuxuan and Chen, Xi and Zhang, Ziheng and Zheng, Yefeng and Che, Wanxiang