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Xiaoming Shi, Wanxiang Che: Combating with extremely noisy samples in weakly supervised slot filling for automatic diagnosis. Frontiers Comput. Sci. 17(5): 175333 (2023)
Bo Zheng, Wanxiang Che: Improving cross-lingual language understanding with consistency regularization-based fine-tuning. Int. J. Mach. Learn. Cybern. 14(10): 3621-3639 (2023)
Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Jian-Guang Lou, Dechen Zhan: UniSAr: a unified structure-aware autoregressive language model for text-to-SQL semantic parsing. Int. J. Mach. Learn. Cybern. 14(12): 4361-4376 (2023)
Libo Qin, Xiao Xu, Lehan Wang, Yue Zhang, Wanxiang Che: Modularized Pre-Training for End-to-End Task-Oriented Dialogue. IEEE ACM Trans. Audio Speech Lang. Process. 31: 1601-1610 (2023)
Zeming Liu, Ding Zhou, Hao Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu, Hui Xiong: Graph-Grounded Goal Planning for Conversational Recommendation. IEEE Trans. Knowl. Data Eng. 35(5): 4923-4939 (2023)
Xiao Xu, Chenfei Wu, Shachar Rosenman, Vasudev Lal, Wanxiang Che, Nan Duan: BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning. AAAI 2023: 10637-10647
Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou: MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. AAAI 2023: 12745-12753
Libo Qin, Zhouyang Li, Qiying Yu, Lehan Wang, Wanxiang Che: Towards Complex Scenarios: Building End-to-End Task-Oriented Dialogue System across Multiple Knowledge Bases. AAAI 2023: 13483-13491
Libo Qin, Qiguang Chen, Xiao Xu, Yunlong Feng, Wanxiang Che: OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding. ACL (demo) 2023: 95-102
Libo Qin, Weiyun Wang, Qiguang Chen, Wanxiang Che: CLIPText: A New Paradigm for Zero-shot Text Classification. ACL (Findings) 2023: 1077-1088
Yang Xu, Yutai Hou, Wanxiang Che, Min Zhang: Language Anisotropic Cross-Lingual Model Editing. ACL (Findings) 2023: 5554-5569
Libo Qin, Shijue Huang, Qiguang Chen, Chenran Cai, Yudi Zhang, Bin Liang, Wanxiang Che, Ruifeng Xu: MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System. ACL (Findings) 2023: 10834-10845
Xiao Xu, Bei Li, Chenfei Wu, Shao-Yen Tseng, Anahita Bhiwandiwalla, Shachar Rosenman, Vasudev Lal, Wanxiang Che, Nan Duan: ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning. ACL (1) 2023: 14507-14525
Libo Qin, Qiguang Chen, Fuxuan Wei, Shijue Huang, Wanxiang Che: Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages. EMNLP 2023: 2695-2709
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. EMNLP 2023: 5925-5941
Wenwen Yu, Chengquan Zhang, Haoyu Cao, Wei Hua, Bohan Li, Huang Chen, Mingyu Liu, Mingrui Chen, Jianfeng Kuang, Mengjun Cheng, Yuning Du, Shikun Feng, Xiaoguang Hu, Pengyuan Lyu, Kun Yao, Yuechen Yu, Yuliang Liu, Wanxiang Che, Errui Ding, Cheng-Lin Liu, Jiebo Luo, Shuicheng Yan, Min Zhang, Dimosthenis Karatzas, Xing Sun, Jingdong Wang, Xiang Bai: ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images. ICDAR (2) 2023: 536-552
Honglin Mu, Wentian Xia, Wanxiang Che: Improving Domain Generalization for Sound Classification with Sparse Frequency-Regularized Transformer. ICME 2023: 1104-1108
Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Wanxiang Che, Xiangzhan Yu, Furu Wei: BEATs: Audio Pre-Training with Acoustic Tokenizers. ICML 2023: 5178-5193
Hongyuan Dong, Weinan Zhang, Wanxiang Che: MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification. KDD 2023: 426-436
Baoxin Wang, Ziyue Wang, Wanxiang Che, Dayong Wu, Rui Zhang, Bo Wang, Shijin Wang: TiBERT: A Non-autoregressive Pre-trained Model for Text Editing. NLPCC (3) 2023: 15-26
Yuanxing Liu, Weinan Zhang, Baohua Dong, Yan Fan, Hang Wang, Fan Feng, Yifan Chen, Ziyu Zhuang, Hengbin Cui, Yongbin Li, Wanxiang Che: U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation. SIGIR 2023: 2723-2732
Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou: Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. CoRR abs/2301.01067 (2023)
Bo Zheng, Zhouyang Li, Fuxuan Wei, Qiguang Chen, Libo Qin, Wanxiang Che: HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding. CoRR abs/2301.02010 (2023)
Bohan Li, Xinghao Wang, Xiao Xu, Yutai Hou, Yunlong Feng, Feng Wang, Wanxiang Che: Semantic-Guided Image Augmentation with Pre-trained Models. CoRR abs/2302.02070 (2023)
Wenbo Pan, Qiguang Chen, Xiao Xu, Wanxiang Che, Libo Qin: A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding. CoRR abs/2304.04256 (2023)
Bohan Li, Longxu Dou, Yutai Hou, Yunlong Feng, Honglin Mu, Wanxiang Che: MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning. CoRR abs/2304.09402 (2023)
Yunlong Feng, Bohan Li, Libo Qin, Xiao Xu, Wanxiang Che: A Two-Stage Framework with Self-Supervised Distillation For Cross-Domain Text Classification. CoRR abs/2304.09820 (2023)
Yuanxing Liu, Weinan Zhang, Baohua Dong, Yan Fan, Hang Wang, Fan Feng, Yifan Chen, Ziyu Zhuang, Hengbin Cui, Yongbin Li, Wanxiang Che: U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation. CoRR abs/2305.04774 (2023)
Bo Sun, Baoxin Wang, Yixuan Wang, Wanxiang Che, Dayong Wu, Shijin Wang, Ting Liu: CSED: A Chinese Semantic Error Diagnosis Corpus. CoRR abs/2305.05183 (2023)
Libo Qin, Qiguang Chen, Xiao Xu, Yunlong Feng, Wanxiang Che: OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding. CoRR abs/2305.10231 (2023)
Xiao Xu, Bei Li, Chenfei Wu, Shao-Yen Tseng, Anahita Bhiwandiwalla, Shachar Rosenman, Vasudev Lal, Wanxiang Che, Nan Duan: ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning. CoRR abs/2306.00103 (2023)
Wenwen Yu, Chengquan Zhang, Haoyu Cao, Wei Hua, Bohan Li, Huang Chen, Mingyu Liu, Mingrui Chen, Jianfeng Kuang, Mengjun Cheng, Yuning Du, Shikun Feng, Xiaoguang Hu, Pengyuan Lyu, Kun Yao, Yuechen Yu, Yuliang Liu, Wanxiang Che, Errui Ding, Cheng-Lin Liu, Jiebo Luo, Shuicheng Yan, Min Zhang, Dimosthenis Karatzas, Xing Sun, Jingdong Wang, Xiang Bai: ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images. CoRR abs/2306.03287 (2023)
Hongyuan Dong, Weinan Zhang, Wanxiang Che: MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification. CoRR abs/2306.08892 (2023)
Libo Qin, Shijue Huang, Qiguang Chen, Chenran Cai, Yudi Zhang, Bin Liang, Wanxiang Che, Ruifeng Xu: MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System. CoRR abs/2307.07135 (2023)
Honglin Mu, Wentian Xia, Wanxiang Che: Improving Domain Generalization for Sound Classification with Sparse Frequency-Regularized Transformer. CoRR abs/2307.09723 (2023)
Dingzirui Wang, Longxu Dou, Wenbin Zhang, Junyu Zeng, Wanxiang Che: Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning. CoRR abs/2308.10585 (2023)
Yuanxing Liu, Wei-Nan Zhang, Yifan Chen, Yuchi Zhang, Haopeng Bai, Fan Feng, Hengbin Cui, Yongbin Li, Wanxiang Che: Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue. CoRR abs/2310.14626 (2023)
Libo Qin, Qiguang Chen, Fuxuan Wei, Shijue Huang, Wanxiang Che: Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages. CoRR abs/2310.14799 (2023)
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. CoRR abs/2311.09008 (2023)
Bohan Li, Yutai Hou, Wanxiang Che: Data augmentation approaches in natural language processing: A survey. AI Open 3: 71-90 (2022)
Yutai Hou, Xinghao Wang, Cheng Chen, Bohan Li, Wanxiang Che, Zhigang Chen: FewJoint: few-shot learning for joint dialogue understanding. Int. J. Mach. Learn. Cybern. 13(11): 3409-3423 (2022)
Shaolei Wang, Zhongyuan Wang, Wanxiang Che, Sendong Zhao, Ting Liu: Combining Self-supervised Learning and Active Learning for Disfluency Detection. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21(3): 62:1-62:25 (2022)
Yiming Cui, Wanxiang Che, Ziqing Yang, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu: Interactive Gated Decoder for Machine Reading Comprehension. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21(4): 72:1-72:19 (2022)
Libo Qin, Fuxuan Wei, Minheng Ni, Yue Zhang, Wanxiang Che, Yangming Li, Ting Liu: Multi-domain Spoken Language Understanding Using Domain- and Task-aware Parameterization. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21(4): 77:1-77:17 (2022)
Yiming Cui, Ting Liu, Wanxiang Che, Zhigang Chen, Shijin Wang: Teaching Machines to Read, Answer and Explain. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1483-1492 (2022)
Xiaoming Shi, Sendong Zhao, Yuxuan Wang, Xi Chen, Ziheng Zhang, Yefeng Zheng, Wanxiang Che: Understanding Patient Query With Weak Supervision From Doctor Response. IEEE J. Biomed. Health Informatics 26(6): 2770-2777 (2022)
Xiao Xu, Libo Qin, Kaiji Chen, Guoxing Wu, Linlin Li, Wanxiang Che: Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding. AAAI 2022: 11575-11585
Yutai Hou, Cheng Chen, Xianzhen Luo, Bohan Li, Wanxiang Che: Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging. ACL (Findings) 2022: 637-647
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. ACL (1) 2022: 2677-2686
Libo Qin, Qiguang Chen, Tianbao Xie, Qian Liu, Shijue Huang, Wanxiang Che, Zhou Yu: CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue. COLING 2022: 461-470
Yutai Hou, Hongyuan Dong, Xinghao Wang, Bohan Li, Wanxiang Che: MetaPrompting: Learning to Learn Better Prompts. COLING 2022: 3251-3262
Baoxin Wang, Xingyi Duan, Dayong Wu, Wanxiang Che, Zhigang Chen, Guoping Hu: CCTC: A Cross-Sentence Chinese Text Correction Dataset for Native Speakers. COLING 2022: 3331-3341
Yuxuan Wang, Zhilin Lei, Yuqiu Ji, Wanxiang Che: Simple and Effective Graph-to-Graph Annotation Conversion. COLING 2022: 5450-5460
Zhongyuan Wang, Yixuan Wang, Shaolei Wang, Wanxiang Che: Adaptive Unsupervised Self-training for Disfluency Detection. COLING 2022: 7209-7218
Zhen Yu, Xiaosen Wang, Wanxiang Che, Kun He: TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack. EMNLP (Findings) 2022: 622-637
Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou: Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. EMNLP 2022: 5240-5253
Maosong Sun, Yang Liu, Wanxiang Che, Yang Feng, Xipeng Qiu, Gaoqi Rao, Yubo Chen: Chinese Computational Linguistics - 21st China National Conference, CCL 2022, Nanchang, China, October 14-16, 2022, Proceedings. Lecture Notes in Computer Science 13603, Springer 2022, ISBN 978-3-031-18314-0 [contents]
Wanxiang Che, Ekaterina Shutova: Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022 - System Demonstrations, Abu Dhabi, UAE, December 7-11, 2022. Association for Computational Linguistics 2022, ISBN 978-1-959429-41-8 [contents]
Zhen Yu, Xiaosen Wang, Wanxiang Che, Kun He: Learning-based Hybrid Local Search for the Hard-label Textual Attack. CoRR abs/2201.08193 (2022)
Baoxin Wang, Qingye Meng, Ziyue Wang, Dayong Wu, Wanxiang Che, Shijin Wang, Zhigang Chen, Cong Liu: InterHT: Knowledge Graph Embeddings by Interaction between Head and Tail Entities. CoRR abs/2202.04897 (2022)
Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Jian-Guang Lou, Wanxiang Che, Dechen Zhan: UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL. CoRR abs/2203.07781 (2022)
Yutai Hou, Cheng Chen, Xianzhen Luo, Bohan Li, Wanxiang Che: Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging. CoRR abs/2204.00885 (2022)
Bo Sun, Baoxin Wang, Wanxiang Che, Dayong Wu, Zhigang Chen, Ting Liu: Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition. CoRR abs/2204.07464 (2022)
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. CoRR abs/2204.08325 (2022)
Yang Xu, Yutai Hou, Wanxiang Che: Language Anisotropic Cross-Lingual Model Editing. CoRR abs/2205.12677 (2022)
Honghong Zhao, Baoxin Wang, Dayong Wu, Wanxiang Che, Zhigang Chen, Shijin Wang: Overview of CTC 2021: Chinese Text Correction for Native Speakers. CoRR abs/2208.05681 (2022)
Yutai Hou, Hongyuan Dong, Xinghao Wang, Bohan Li, Wanxiang Che: MetaPrompting: Learning to Learn Better Prompts. CoRR abs/2209.11486 (2022)
Yiming Cui, Wanxiang Che, Shijin Wang, Ting Liu: LERT: A Linguistically-motivated Pre-trained Language Model. CoRR abs/2211.05344 (2022)
Qingfu Zhu, Xianzhen Luo, Fang Liu, Cuiyun Gao, Wanxiang Che: A Survey on Natural Language Processing for Programming. CoRR abs/2212.05773 (2022)
Dingzirui Wang, Longxu Dou, Wanxiang Che: A Survey on Table-and-Text HybridQA: Concepts, Methods, Challenges and Future Directions. CoRR abs/2212.13465 (2022)
Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou: MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. CoRR abs/2212.13492 (2022)
Zixian Feng, Caihai Zhu, Weinan Zhang, Zhigang Chen, Wanxiang Che, Minlie Huang, Linlin Li: An Evaluation of Chinese Human-Computer Dialogue Technology. Data Intell. 3(2): 274-286 (2021)
Yuxuan Wang, Zhilin Lei, Wanxiang Che: Character-Level Syntax Infusion in Pre-Trained Models for Chinese Semantic Role Labeling. Int. J. Mach. Learn. Cybern. 12(12): 3503-3515 (2021)
Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Jizhou Huang, Ting Liu: Coherent Dialog Generation with Query Graph. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20(6): 101:1-101:23 (2021)
Libo Qin, Wanxiang Che, Minheng Ni, Yangming Li, Ting Liu: Knowing Where to Leverage: Context-Aware Graph Convolutional Network With an Adaptive Fusion Layer for Contextual Spoken Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. 29: 1280-1289 (2021)
Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Ziqing Yang: Pre-Training With Whole Word Masking for Chinese BERT. IEEE ACM Trans. Audio Speech Lang. Process. 29: 3504-3514 (2021)
Yutai Hou, Sanyuan Chen, Wanxiang Che, Cheng Chen, Ting Liu: C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling. AAAI 2021: 13027-13035
Yutai Hou, Yongkui Lai, Yushan Wu, Wanxiang Che, Ting Liu: Few-shot Learning for Multi-label Intent Detection. AAAI 2021: 13036-13044
Libo Qin, Zhouyang Li, Wanxiang Che, Minheng Ni, Ting Liu: Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification. AAAI 2021: 13709-13717
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. ACL/IJCNLP (1) 2021: 178-188
Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che: Discovering Dialog Structure Graph for Coherent Dialog Generation. ACL/IJCNLP (1) 2021: 1726-1739
Yuxuan Wang, Wanxiang Che, Ivan Titov, Shay B. Cohen, Zhilin Lei, Ting Liu: A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples. ACL/IJCNLP (Findings) 2021: 2344-2354
Baoxin Wang, Wanxiang Che, Dayong Wu, Shijin Wang, Guoping Hu, Ting Liu: Dynamic Connected Networks for Chinese Spelling Check. ACL/IJCNLP (Findings) 2021: 2437-2446
Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou: LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding. ACL/IJCNLP (1) 2021: 2579-2591
Yutai Hou, Yongkui Lai, Cheng Chen, Wanxiang Che, Ting Liu: Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling. ACL/IJCNLP (Findings) 2021: 3190-3200
Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei: Consistency Regularization for Cross-Lingual Fine-Tuning. ACL/IJCNLP (1) 2021: 3403-3417
Wanxiang Che, Yunlong Feng, Libo Qin, Ting Liu: N-LTP: An Open-source Neural Language Technology Platform for Chinese. EMNLP (Demos) 2021: 42-49
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. EMNLP (1) 2021: 2357-2367
Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei: Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training. EMNLP (1) 2021: 3203-3215
Zeming Liu, Haifeng Wang, Zhengyu Niu, Hua Wu, Wanxiang Che: DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation. EMNLP (1) 2021: 4335-4347
Dechuan Teng, Libo Qin, Wanxiang Che, Sendong Zhao, Ting Liu: Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding. ICASSP 2021: 8188-8192
Libo Qin, Tailu Liu, Wanxiang Che, Bingbing Kang, Sendong Zhao, Ting Liu: A Co-Interactive Transformer for Joint Slot Filling and Intent Detection. ICASSP 2021: 8193-8197
Libo Qin, Tianbao Xie, Wanxiang Che, Ting Liu: A Survey on Spoken Language Understanding: Recent Advances and New Frontiers. IJCAI 2021: 4577-4584
Ziqing Yang, Yiming Cui, Chenglei Si, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu: Adversarial Training for Machine Reading Comprehension with Virtual Embeddings. *SEM 2021: 308-313
Sheng Li, Maosong Sun, Yang Liu, Hua Wu, Kang Liu, Wanxiang Che, Shizhu He, Gaoqi Rao: Chinese Computational Linguistics - 20th China National Conference, CCL 2021, Hohhot, China, August 13-15, 2021, Proceedings. Lecture Notes in Computer Science 12869, Springer 2021, ISBN 978-3-030-84185-0 [contents]
Libo Qin, Tianbao Xie, Wanxiang Che, Ting Liu: A Survey on Spoken Language Understanding: Recent Advances and New Frontiers. CoRR abs/2103.03095 (2021)
Yiming Cui, Ting Liu, Wanxiang Che, Zhigang Chen, Shijin Wang: ExpMRC: Explainability Evaluation for Machine Reading Comprehension. CoRR abs/2105.04126 (2021)
Ziqing Yang, Wentao Ma, Yiming Cui, Jiani Ye, Wanxiang Che, Shijin Wang: Bilingual Alignment Pre-training for Zero-shot Cross-lingual Transfer. CoRR abs/2106.01732 (2021)
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. CoRR abs/2106.01925 (2021)
Ziqing Yang, Yiming Cui, Chenglei Si, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu: Adversarial Training for Machine Reading Comprehension with Virtual Embeddings. CoRR abs/2106.04437 (2021)
Yutai Hou, Yongkui Lai, Cheng Chen, Wanxiang Che, Ting Liu: Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling. CoRR abs/2106.07343 (2021)
Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei: Consistency Regularization for Cross-Lingual Fine-Tuning. CoRR abs/2106.08226 (2021)
Yiming Cui, Wei-Nan Zhang, Wanxiang Che, Ting Liu, Zhigang Chen: Understanding Attention in Machine Reading Comprehension. CoRR abs/2108.11574 (2021)
Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei: Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training. CoRR abs/2109.07306 (2021)
Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che: DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation. CoRR abs/2109.08877 (2021)
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. CoRR abs/2109.11292 (2021)
Yutai Hou, Yingce Xia, Lijun Wu, Shufang Xie, Yang Fan, Jinhua Zhu, Wanxiang Che, Tao Qin, Tie-Yan Liu: Discovering Drug-Target Interaction Knowledge from Biomedical Literature. CoRR abs/2109.13187 (2021)
Bohan Li, Yutai Hou, Wanxiang Che: Data Augmentation Approaches in Natural Language Processing: A Survey. CoRR abs/2110.01852 (2021)
Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein, Jinho D. Choi, Eduard H. Hovy, Ondrej Dusek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Rishabh Gupta, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, et al.: NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. CoRR abs/2112.02721 (2021)
Xiao Xu, Libo Qin, Kaiji Chen, Guoxing Wu, Linlin Li, Wanxiang Che: Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding. CoRR abs/2112.11953 (2021)
Yuxuan Wang, Yutai Hou, Wanxiang Che, Ting Liu: From static to dynamic word representations: a survey. Int. J. Mach. Learn. Cybern. 11(7): 1611-1630 (2020)
Yijia Liu, Wanxiang Che, Yuxuan Wang, Bo Zheng, Bing Qin, Ting Liu: Deep Contextualized Word Embeddings for Universal Dependency Parsing. ACM Trans. Asian Low Resour. Lang. Inf. Process. 19(1): 9:1-9:17 (2020)
Yijia Liu, Wanxiang Che, Bing Qin, Ting Liu: Exploring Segment Representations for Neural Semi-Markov Conditional Random Fields. IEEE ACM Trans. Audio Speech Lang. Process. 28: 813-824 (2020)
Yiming Cui, Wanxiang Che, Wei-Nan Zhang, Ting Liu, Shijin Wang, Guoping Hu: Discriminative Sentence Modeling for Story Ending Prediction. AAAI 2020: 7602-7609
Libo Qin, Wanxiang Che, Yangming Li, Minheng Ni, Ting Liu: DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification. AAAI 2020: 8665-8672
Xiaoming Shi, Haifeng Hu, Wanxiang Che, Zhongqian Sun, Ting Liu, Junzhou Huang: Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses. AAAI 2020: 8838-8845
Shaolei Wang, Wanxiang Che, Qi Liu, Pengda Qin, Ting Liu, William Yang Wang: Multi-Task Self-Supervised Learning for Disfluency Detection. AAAI 2020: 9193-9200
Jun Xu, Haifeng Wang, Zhengyu Niu, Hua Wu, Wanxiang Che: Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation. AAAI 2020: 9338-9345
Ziqing Yang, Yiming Cui, Zhipeng Chen, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu: TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing. ACL (demo) 2020: 9-16
Yangming Li, Kaisheng Yao, Libo Qin, Wanxiang Che, Xiaolong Li, Ting Liu: Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network. ACL 2020: 97-106
Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu: Towards Conversational Recommendation over Multi-Type Dialogs. ACL 2020: 1036-1049
Yutai Hou, Wanxiang Che, Yongkui Lai, Zhihan Zhou, Yijia Liu, Han Liu, Ting Liu: Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network. ACL 2020: 1381-1393
Jun Xu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu: Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation. ACL 2020: 1835-1845
Libo Qin, Xiao Xu, Wanxiang Che, Yue Zhang, Ting Liu: Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog. ACL 2020: 6344-6354
Bo Zheng, Haoyang Wen, Yaobo Liang, Nan Duan, Wanxiang Che, Daxin Jiang, Ming Zhou, Ting Liu: Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension. ACL 2020: 6708-6718
Yiming Cui, Ting Liu, Ziqing Yang, Zhipeng Chen, Wentao Ma, Wanxiang Che, Shijin Wang, Guoping Hu: A Sentence Cloze Dataset for Chinese Machine Reading Comprehension. COLING 2020: 6717-6723
Longxu Dou, Yunlong Feng, Yuqiu Ji, Wanxiang Che, Ting Liu: HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser. CoNLL Shared Task 2020: 65-72
Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu: Revisiting Pre-Trained Models for Chinese Natural Language Processing. EMNLP (Findings) 2020: 657-668
Libo Qin, Xiao Xu, Wanxiang Che, Ting Liu: Towards Fine-Grained Transfer: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling. EMNLP (Findings) 2020: 1807-1816
Shaolei Wang, Zhongyuan Wang, Wanxiang Che, Ting Liu: Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection. EMNLP (1) 2020: 1813-1822
Sanyuan Chen, Yutai Hou, Yiming Cui, Wanxiang Che, Ting Liu, Xiangzhan Yu: Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting. EMNLP (1) 2020: 7870-7881
Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che: CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP. IJCAI 2020: 3853-3860
Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che: Enhancing Dialog Coherence with Event Graph Grounded Content Planning. IJCAI 2020: 3941-3947
Yuanxing Liu, Zhaochun Ren, Wei-Nan Zhang, Wanxiang Che, Ting Liu, Dawei Yin: Keywords Generation Improves E-Commerce Session-based Recommendation. WWW 2020: 1604-1614
Ziqing Yang, Yiming Cui, Zhipeng Chen, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu: TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing. CoRR abs/2002.12620 (2020)
Yiming Cui, Ting Liu, Ziqing Yang, Zhipeng Chen, Wentao Ma, Wanxiang Che, Shijin Wang, Guoping Hu: A Sentence Cloze Dataset for Chinese Machine Reading Comprehension. CoRR abs/2004.03116 (2020)
Libo Qin, Xiao Xu, Wanxiang Che, Ting Liu: TD-GIN: Token-level Dynamic Graph-Interactive Network for Joint Multiple Intent Detection and Slot Filling. CoRR abs/2004.10087 (2020)
Libo Qin, Xiao Xu, Wanxiang Che, Yue Zhang, Ting Liu: Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog. CoRR abs/2004.11019 (2020)
Sanyuan Chen, Yutai Hou, Yiming Cui, Wanxiang Che, Ting Liu, Xiangzhan Yu: Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting. CoRR abs/2004.12651 (2020)
Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu: Revisiting Pre-Trained Models for Chinese Natural Language Processing. CoRR abs/2004.13922 (2020)
Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che, Yangming Li, Ting Liu: Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization. CoRR abs/2004.14871 (2020)
Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu: Towards Conversational Recommendation over Multi-Type Dialogs. CoRR abs/2005.03954 (2020)
Bo Zheng, Haoyang Wen, Yaobo Liang, Nan Duan, Wanxiang Che, Daxin Jiang, Ming Zhou, Ting Liu: Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension. CoRR abs/2005.05806 (2020)
Yutai Hou, Wanxiang Che, Yongkui Lai, Zhihan Zhou, Yijia Liu, Han Liu, Ting Liu: Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network. CoRR abs/2006.05702 (2020)
Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che: CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP. CoRR abs/2006.06402 (2020)
Libo Qin, Wanxiang Che, Yangming Li, Minheng Ni, Ting Liu: DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification. CoRR abs/2008.06914 (2020)
Yutai Hou, Jiafeng Mao, Yongkui Lai, Cheng Chen, Wanxiang Che, Zhigang Chen, Ting Liu: FewJoint: A Few-shot Learning Benchmark for Joint Language Understanding. CoRR abs/2009.08138 (2020)
Wanxiang Che, Yunlong Feng, Libo Qin, Ting Liu: N-LTP: A Open-source Neural Chinese Language Technology Platform with Pretrained Models. CoRR abs/2009.11616 (2020)
Libo Qin, Tailu Liu, Wanxiang Che, Bingbing Kang, Sendong Zhao, Ting Liu: A Co-Interactive Transformer for Joint Slot Filling and Intent Detection. CoRR abs/2010.03880 (2020)
Dechuang Teng, Libo Qin, Wanxiang Che, Sendong Zhao, Ting Liu: Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding. CoRR abs/2010.03903 (2020)
Yutai Hou, Yongkui Lai, Yushan Wu, Wanxiang Che, Ting Liu: Few-shot Learning for Multi-label Intent Detection. CoRR abs/2010.05256 (2020)
Shaolei Wang, Zhongyuan Wang, Wanxiang Che, Ting Liu: Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection. CoRR abs/2010.15360 (2020)
Yutai Hou, Sanyuan Chen, Wanxiang Che, Cheng Chen, Ting Liu: C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling. CoRR abs/2012.07004 (2020)
Libo Qin, Zhouyang Li, Wanxiang Che, Minheng Ni, Ting Liu: Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification. CoRR abs/2012.13260 (2020)
Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou: LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding. CoRR abs/2012.14740 (2020)
Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu: Discovering Dialog Structure Graph for Open-Domain Dialog Generation. CoRR abs/2012.15543 (2020)
Zhengyu Zhao, Weinan Zhang, Wanxiang Che, Zhigang Chen, Yibo Zhang: An Evaluation of Chinese Human-Computer Dialogue Technology. Data Intell. 1(2): 187-200 (2019)
Shuhuai Ren, Yihe Deng, Kun He, Wanxiang Che: Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency. ACL (1) 2019: 1085-1097
Yutai Hou, Meng Fang, Wanxiang Che, Ting Liu: A Corpus-Free State2Seq User Simulator for Task-Oriented Dialogue. CCL 2019: 689-702
Wanxiang Che, Longxu Dou, Yang Xu, Yuxuan Wang, Yijia Liu, Ting Liu: HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding. CoNLL Shared Task 2019: 76-85
Libo Qin, Yijia Liu, Wanxiang Che, Haoyang Wen, Yangming Li, Ting Liu: Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever. EMNLP/IJCNLP (1) 2019: 133-142
Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu: Cross-Lingual Machine Reading Comprehension. EMNLP/IJCNLP (1) 2019: 1586-1595
Libo Qin, Wanxiang Che, Yangming Li, Haoyang Wen, Ting Liu: A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding. EMNLP/IJCNLP (1) 2019: 2078-2087
Yuxuan Wang, Wanxiang Che, Jiang Guo, Yijia Liu, Ting Liu: Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing. EMNLP/IJCNLP (1) 2019: 5720-5726
Yiming Cui, Ting Liu, Wanxiang Che, Li Xiao, Zhipeng Chen, Wentao Ma, Shijin Wang, Guoping Hu: A Span-Extraction Dataset for Chinese Machine Reading Comprehension. EMNLP/IJCNLP (1) 2019: 5882-5888
Jun Xu, Haifeng Wang, Zhengyu Niu, Hua Wu, Wanxiang Che: A Key-Phrase Aware End2end Neural Response Generation Model. NLPCC (2) 2019: 65-77
Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Ziqing Yang, Shijin Wang, Guoping Hu: Pre-Training with Whole Word Masking for Chinese BERT. CoRR abs/1906.08101 (2019)
Yutai Hou, Zhihan Zhou, Yijia Liu, Ning Wang, Wanxiang Che, Han Liu, Ting Liu: Few-Shot Sequence Labeling with Label Dependency Transfer. CoRR abs/1906.08711 (2019)
Shaolei Wang, Wanxiang Che, Qi Liu, Pengda Qin, Ting Liu, William Yang Wang: Multi-Task Self-Supervised Learning for Disfluency Detection. CoRR abs/1908.05378 (2019)
Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu: Cross-Lingual Machine Reading Comprehension. CoRR abs/1909.00361 (2019)
Libo Qin, Wanxiang Che, Yangming Li, Haoyang Wen, Ting Liu: A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding. CoRR abs/1909.02188 (2019)
Yutai Hou, Meng Fang, Wanxiang Che, Ting Liu: A Corpus-free State2Seq User Simulator for Task-oriented Dialogue. CoRR abs/1909.04448 (2019)
Libo Qin, Yijia Liu, Wanxiang Che, Haoyang Wen, Yangming Li, Ting Liu: Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever. CoRR abs/1909.06762 (2019)
Yuxuan Wang, Wanxiang Che, Jiang Guo, Yijia Liu, Ting Liu: Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing. CoRR abs/1909.06775 (2019)
Ziqing Yang, Yiming Cui, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu: Improving Machine Reading Comprehension via Adversarial Training. CoRR abs/1911.03614 (2019)
Yiming Cui, Wei-Nan Zhang, Wanxiang Che, Ting Liu, Zhipeng Chen, Shijin Wang, Guoping Hu: Contextual Recurrent Units for Cloze-style Reading Comprehension. CoRR abs/1911.05960 (2019)
Yiming Cui, Wanxiang Che, Wei-Nan Zhang, Ting Liu, Shijin Wang, Guoping Hu: Discriminative Sentence Modeling for Story Ending Prediction. CoRR abs/1912.09008 (2019)
Yuxuan Wang, Wanxiang Che, Jiang Guo, Ting Liu: A Neural Transition-Based Approach for Semantic Dependency Graph Parsing. AAAI 2018: 5561-5568
Yijia Liu, Wanxiang Che, Huaipeng Zhao, Bing Qin, Ting Liu: Distilling Knowledge for Search-based Structured Prediction. ACL (1) 2018: 1393-1402
Ruiji Fu, Zhengqi Pei, Jiefu Gong, Wei Song, Dechuan Teng, Wanxiang Che, Shijin Wang, Guoping Hu, Ting Liu: Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement. NLP-TEA@ACL 2018: 52-59
Libo Qin, Yijia Liu, Wanxiang Che, Haoyang Wen, Ting Liu: End-to-End Task-Oriented Dialogue System with Distantly Supervised Knowledge Base Retriever. CCL 2018: 238-249
Yutai Hou, Yijia Liu, Wanxiang Che, Ting Liu: Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding. COLING 2018: 1234-1245
Haoyang Wen, Yijia Liu, Wanxiang Che, Libo Qin, Ting Liu: Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation. COLING 2018: 3781-3792
Wanxiang Che, Yijia Liu, Yuxuan Wang, Bo Zheng, Ting Liu: Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation. CoNLL Shared Task (2) 2018: 55-64
Yijia Liu, Wanxiang Che, Bo Zheng, Bing Qin, Ting Liu: An AMR Aligner Tuned by Transition-based Parser. EMNLP 2018: 2422-2430
Shaolei Wang, Yue Zhang, Wanxiang Che, Ting Liu: Joint Extraction of Entities and Relations Based on a Novel Graph Scheme. IJCAI 2018: 4461-4467
Yijia Liu, Yi Zhu, Wanxiang Che, Bing Qin, Nathan Schneider, Noah A. Smith: Parsing Tweets into Universal Dependencies. NAACL-HLT 2018: 965-975
Vered Shwartz, Jeniya Tabassum, Rob Voigt, Wanxiang Che, Marie-Catherine de Marneffe, Malvina Nissim: Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, Student Research Workshop. Association for Computational Linguistics 2018, ISBN 978-1-948087-36-0 [contents]
Yijia Liu, Yi Zhu, Wanxiang Che, Bing Qin, Nathan Schneider, Noah A. Smith: Parsing Tweets into Universal Dependencies. CoRR abs/1804.08228 (2018)
Yijia Liu, Wanxiang Che, Huaipeng Zhao, Bing Qin, Ting Liu: Distilling Knowledge for Search-based Structured Prediction. CoRR abs/1805.11224 (2018)
Haoyang Wen, Yijia Liu, Wanxiang Che, Libo Qin, Ting Liu: Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation. CoRR abs/1806.04441 (2018)
Yutai Hou, Yijia Liu, Wanxiang Che, Ting Liu: Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding. CoRR abs/1807.01554 (2018)
Wanxiang Che, Yijia Liu, Yuxuan Wang, Bo Zheng, Ting Liu: Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation. CoRR abs/1807.03121 (2018)
Yijia Liu, Wanxiang Che, Bo Zheng, Bing Qin, Ting Liu: An AMR Aligner Tuned by Transition-based Parser. CoRR abs/1810.03541 (2018)
Yiming Cui, Ting Liu, Li Xiao, Zhipeng Chen, Wentao Ma, Wanxiang Che, Shijin Wang, Guoping Hu: A Span-Extraction Dataset for Chinese Machine Reading Comprehension. CoRR abs/1810.07366 (2018)
Weinan Zhang, Ting Liu, Bing Qin, Yu Zhang, Wanxiang Che, Yanyan Zhao, Xiao Ding: Benben: A Chinese Intelligent Conversational Robot. ACL (System Demonstrations) 2017: 13-18
Bo Zheng, Wanxiang Che, Jiang Guo, Ting Liu: Enhancing LSTM-based Word Segmentation Using Unlabeled Data. CCL 2017: 60-70
Wanxiang Che, Jiang Guo, Yuxuan Wang, Bo Zheng, Huaipeng Zhao, Yang Liu, Dechuan Teng, Ting Liu: The HIT-SCIR System for End-to-End Parsing of Universal Dependencies. CoNLL Shared Task (2) 2017: 52-62
Shaolei Wang, Wanxiang Che, Yue Zhang, Meishan Zhang, Ting Liu: Transition-Based Disfluency Detection using LSTMs. EMNLP 2017: 2785-2794
Wanxiang Che, Yue Zhang: Deep Learning in Lexical Analysis and Parsing. IJCNLP (Tutorial Abstracts) 2017: 1-2
Weinan Zhang, Zhigang Chen, Wanxiang Che, Guoping Hu, Ting Liu: The First Evaluation of Chinese Human-Computer Dialogue Technology. CoRR abs/1709.10217 (2017)
Jiang Guo, Wanxiang Che, David Yarowsky, Haifeng Wang, Ting Liu: A Distributed Representation-Based Framework for Cross-Lingual Transfer Parsing. J. Artif. Intell. Res. 55: 995-1023 (2016)
Jiang Guo, Wanxiang Che, David Yarowsky, Haifeng Wang, Ting Liu: A Representation Learning Framework for Multi-Source Transfer Parsing. AAAI 2016: 2734-2740
Bo Zheng, Wanxiang Che, Jiang Guo, Ting Liu: Chinese Grammatical Error Diagnosis with Long Short-Term Memory Networks. NLP-TEA@COLING 2016: 49-56
Yuxuan Wang, Jiang Guo, Wanxiang Che, Ting Liu: Transition-Based Chinese Semantic Dependency Graph Parsing. CCL 2016: 12-24
Shaolei Wang, Wanxiang Che, Yijia Liu, Ting Liu: Enhancing Neural Disfluency Detection with Hand-Crafted Features. CCL 2016: 336-347
Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu: A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks. COLING 2016: 12-22
Shaolei Wang, Wanxiang Che, Ting Liu: A Neural Attention Model for Disfluency Detection. COLING 2016: 278-287
Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu, Jun Xu: A Unified Architecture for Semantic Role Labeling and Relation Classification. COLING 2016: 1264-1274
Yijia Liu, Wanxiang Che, Jiang Guo, Bing Qin, Ting Liu: Exploring Segment Representations for Neural Segmentation Models. IJCAI 2016: 2880-2886
Yijia Liu, Wanxiang Che, Bing Qin, Ting Liu: HC-Search for Incremental Parsing. IJCAI 2016: 2887-2893
Wanxiang Che, Yanqiu Shao, Ting Liu, Yu Ding: SemEval-2016 Task 9: Chinese Semantic Dependency Parsing. SemEval@NAACL-HLT 2016: 1074-1080
Wanxiang Che, Qilong Han, Hongzhi Wang, Weipeng Jing, Shaoliang Peng, Junyu Lin, Guanglu Sun, Xianhua Song, Hongtao Song, Zeguang Lu: Social Computing - Second International Conference of Young Computer Scientists, Engineers and Educators, ICYCSEE 2016, Harbin, China, August 20-22, 2016, Proceedings, Part I. Communications in Computer and Information Science 623, Springer 2016, ISBN 978-981-10-2052-0 [contents]
Wanxiang Che, Qilong Han, Hongzhi Wang, Weipeng Jing, Shaoliang Peng, Junyu Lin, Guanglu Sun, Xianhua Song, Hongtao Song, Zeguang Lu: Social Computing - Second International Conference of Young Computer Scientists, Engineers and Educators, ICYCSEE 2016, Harbin, China, August 20-22, 2016, Proceedings, Part II. Communications in Computer and Information Science 624, Springer 2016, ISBN 978-981-10-2097-1 [contents]
Yijia Liu, Wanxiang Che, Jiang Guo, Bing Qin, Ting Liu: Exploring Segment Representations for Neural Segmentation Models. CoRR abs/1604.05499 (2016)
Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu: Exploiting Multi-typed Treebanks for Parsing with Deep Multi-task Learning. CoRR abs/1606.01161 (2016)
Ruiji Fu, Jiang Guo, Bing Qin, Wanxiang Che, Haifeng Wang, Ting Liu: Learning Semantic Hierarchies: A Continuous Vector Space Approach. IEEE ACM Trans. Audio Speech Lang. Process. 23(3): 461-471 (2015)
Wanxiang Che, Yanyan Zhao, Honglei Guo, Zhong Su, Ting Liu: Sentence Compression for Aspect-Based Sentiment Analysis. IEEE ACM Trans. Audio Speech Lang. Process. 23(12): 2111-2124 (2015)
Jiang Guo, Wanxiang Che, David Yarowsky, Haifeng Wang, Ting Liu: Cross-lingual Dependency Parsing Based on Distributed Representations. ACL (1) 2015: 1234-1244
Yijia Liu, Yue Zhang, Wanxiang Che, Bing Qin: Transition-Based Syntactic Linearization. HLT-NAACL 2015: 113-122
Hongzhi Wang, Haoliang Qi, Wanxiang Che, Zhaowen Qiu, Leilei Kong, Zhongyuan Han, Junyu Lin, Zeguang Lu: Intelligent Computation in Big Data Era - International Conference of Young Computer Scientists, Engineers and Educators, ICYCSEE 2015, Harbin, China, January 10-12, 2015. Proceedings. Communications in Computer and Information Science 503, Springer 2015, ISBN 978-3-662-46247-8 [contents]
Wanxiang Che, Jiang Guo, Ting Liu: ReliAble dependency arc recognition. Expert Syst. Appl. 41(4): 1716-1722 (2014)
Zhenghua Li, Min Zhang, Wanxiang Che, Ting Liu, Wenliang Chen: Joint Optimization for Chinese POS Tagging and Dependency Parsing. IEEE ACM Trans. Audio Speech Lang. Process. 22(1): 274-286 (2014)
Ruiji Fu, Jiang Guo, Bing Qin, Wanxiang Che, Haifeng Wang, Ting Liu: Learning Semantic Hierarchies via Word Embeddings. ACL (1) 2014: 1199-1209
Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu: Character-Level Chinese Dependency Parsing. ACL (1) 2014: 1326-1336
Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu: A Semantics Oriented Grammar for Chinese Treebanking. CICLing (1) 2014: 366-378
Yu Ding, Yanqiu Shao, Wanxiang Che, Ting Liu: Dependency Graph Based Chinese Semantic Parsing. CCL 2014: 58-69
Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu: Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources. COLING 2014: 497-507
Meishan Zhang, Wanxiang Che, Yanqiu Shao, Ting Liu: Jointly or Separately: Which is Better for Parsing Heterogeneous Dependencies? COLING 2014: 530-540
Yanyan Zhao, Wanxiang Che, Honglei Guo, Bing Qin, Zhong Su, Ting Liu: Sentence Compression for Target-Polarity Word Collocation Extraction. COLING 2014: 1360-1369
Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu: Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging. EACL 2014: 588-597
Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu: Revisiting Embedding Features for Simple Semi-supervised Learning. EMNLP 2014: 110-120
Yijia Liu, Yue Zhang, Wanxiang Che, Ting Liu, Fan Wu: Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations. EMNLP 2014: 864-874
Mengqiu Wang, Wanxiang Che, Christopher D. Manning: Effective Bilingual Constraints for Semi-Supervised Learning of Named Entity Recognizers. AAAI 2013: 919-925
Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu: Chinese Parsing Exploiting Characters. ACL (1) 2013: 125-134
Mengqiu Wang, Wanxiang Che, Christopher D. Manning: Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition. ACL (1) 2013: 1073-1082
Chunyang Liu, Wenbo Sun, Wenhan Chao, Wanxiang Che: Convolution Neural Network for Relation Extraction. ADMA (2) 2013: 231-242
Yijia Liu, Wanxiang Che, Ting Liu: Enhancing Chinese Word Segmentation with Character Clustering. CCL 2013: 52-60
Wanxiang Che, Mengqiu Wang, Christopher D. Manning, Ting Liu: Named Entity Recognition with Bilingual Constraints. HLT-NAACL 2013: 52-62
Wanxiang Che, Valentin I. Spitkovsky, Ting Liu: A Comparison of Chinese Parsers for Stanford Dependencies. ACL (2) 2012: 11-16
Zhenghua Li, Ting Liu, Wanxiang Che: Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars. ACL (1) 2012: 675-684
Yijia Liu, Meishan Zhang, Wanxiang Che, Ting Liu, Deng Yihe: Micro blogs Oriented Word Segmentation System. CIPS-SIGHAN 2012: 85-89
Meishan Zhang, Wanxiang Che, Ting Liu: Multiple TreeBanks Integration for Chinese Phrase Structure Grammar Parsing Using Bagging. CIPS-SIGHAN 2012: 168-173
Zhenghua Li, Min Zhang, Wanxiang Che, Ting Liu: A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing. COLING 2012: 1681-1698
Meishan Zhang, Wanxiang Che, Ting Liu, Zhenghua Li: Stacking Heterogeneous Joint Models of Chinese POS Tagging and Dependency Parsing. COLING 2012: 3071-3088
Meishan Zhang, Wanxiang Che, Yanqiu Shao, Ting Liu: Improve Chinese Semantic Dependency Parsing via Syntactic Dependency Parsing. IALP 2012: 53-56
Wanxiang Che, Meishan Zhang, Yanqiu Shao, Ting Liu: SemEval-2012 Task 5: Chinese Semantic Dependency Parsing. SemEval@NAACL-HLT 2012: 378-384
Yanyan Zhao, Bing Qin, Wanxiang Che, Ting Liu: Appraisal Expression Recognition with Syntactic Path for Sentence Sentiment Classification. Int. J. Comput. Process. Orient. Lang. 23(1): 21-37 (2011)
Zhenghua Li, Min Zhang, Wanxiang Che, Ting Liu, Wenliang Chen, Haizhou Li: Joint Models for Chinese POS Tagging and Dependency Parsing. EMNLP 2011: 1180-1191
Yuhang Guo, Wanxiang Che, Ting Liu, Sheng Li: A Graph-based Method for Entity Linking. IJCNLP 2011: 1010-1018
Zhenghua Li, Wanxiang Che, Ting Liu: Improving Chinese POS Tagging with Dependency Parsing. IJCNLP 2011: 1447-1451
Wanxiang Che, Ting Liu: Word Sense Disambiguation Corpora Acquisition via Confirmation Code. IJCNLP 2011: 1472-1476
Yuhang Guo, Guohua Tang, Wanxiang Che, Ting Liu, Sheng Li: HIT Approaches to Entity Linking at TAC 2011. TAC 2011
Yuhang Guo, Wanxiang Che, Ting Liu, Sheng Li: Semi-supervised domain adaptation for WSD: Using a word-by-word model selection approach. IEEE ICCI 2010: 680-687
Wanxiang Che, Zhenghua Li, Ting Liu: LTP: A Chinese Language Technology Platform. COLING (Demos) 2010: 13-16
Wanxiang Che, Ting Liu: Jointly Modeling WSD and SRL with Markov Logic. COLING 2010: 161-169
Zhenghua Li, Wanxiang Che, Ting Liu: Improving Dependency Parsing Using Punctuation. IALP 2010: 53-56
Wanxiang Che, Ting Liu: Using word sense disambiguation for semantic role labeling. IUCS 2010: 167-174
Wanxiang Che, Ting Liu, Yongqiang Li: Improving Semantic Role Labeling with Word Sense. HLT-NAACL 2010: 246-249
Yuhang Guo, Wanxiang Che, Wei He, Ting Liu, Sheng Li: HIT-CIR: An Unsupervised WSD System Based on Domain Most Frequent Sense Estimation. SemEval@ACL 2010: 407-410
Wanxiang Che, Zhenghua Li, Yongqiang Li, Yuhang Guo, Bing Qin, Ting Liu: Multilingual Dependency-based Syntactic and Semantic Parsing. CoNLL Shared Task 2009: 49-54
Wanxiang Che, Min Zhang, AiTi Aw, Chew Lim Tan, Ting Liu, Sheng Li: Using a Hybrid Convolution Tree Kernel for Semantic Role Labeling. ACM Trans. Asian Lang. Inf. Process. 7(4): 13:1-13:23 (2008)
Min Zhang, Wanxiang Che, Guodong Zhou, AiTi Aw, Chew Lim Tan, Ting Liu, Sheng Li: Semantic Role Labeling Using a Grammar-Driven Convolution Tree Kernel. IEEE Trans. Speech Audio Process. 16(7): 1315-1329 (2008)
Wanxiang Che, Zhenghua Li, Yuxuan Hu, Yongqiang Li, Bing Qin, Ting Liu, Sheng Li: A Cascaded Syntactic and Semantic Dependency Parsing System. CoNLL 2008: 238-242
Wanxiang Che, Min Zhang, AiTi Aw, Chew Lim Tan, Ting Liu, Sheng Li: Fast Computing Grammar-driven Convolution Tree Kernel for Semantic Role Labeling. IJCNLP 2008: 781-786
Min Zhang, Wanxiang Che, AiTi Aw, Chew Lim Tan, Guodong Zhou, Ting Liu, Sheng Li: A Grammar-driven Convolution Tree Kernel for Semantic Role Classification. ACL 2007
Yuhang Guo, Wanxiang Che, Yuxuan Hu, Wei Zhang, Ting Liu: HIT-IR-WSD: A WSD System for English Lexical Sample Task. SemEval@ACL 2007: 165-168
Wanxiang Che, Min Zhang, Ting Liu, Sheng Li: A Hybrid Convolution Tree Kernel for Semantic Role Labeling. ACL 2006
Ting Liu, Wanxiang Che, Sheng Li, Yuxuan Hu, Huaijun Liu: Semantic Role Labeling System Using Maximum Entropy Classifier. CoNLL 2005: 189-192
Wanxiang Che, Jianmin Jiang, Zhong Su, Yue Pan, Ting Liu: Improved-Edit-Distance Kernel for Chinese Relation Extraction. IJCNLP (companion) 2005
Wanxiang Che, Ting Liu, Sheng Li: A New Chinese Natural Language Understanding Architecture Based on Multilayer Search Mechanism. SIGHAN@ACL 2004
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