Xipeng Qiu

Professor, School of Computer Science, Fudan University

 

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Computer Building, No. 825, Zhangheng Road, Shanghai, China

    A more comprehensive publication list: Google Scholar

    [2020]

  1. A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing, Transactions of the Association for Computational Linguistics (TACL) , Vol. 8, pp. 78-92, 2020. [BibTeX][DOI][PDF]
    Hang Yan, Xipeng Qiu, Xuanjing Huang.
  2. BibTeX:
    @article{yan2020graph,
      author = {Yan, Hang and Qiu, Xipeng and Huang, Xuanjing},
      title = {A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing},
      journal = {Transactions of the Association for Computational Linguistics},
      year = {2020},
      volume = {8},
      pages = {78--92},
      doi = {https://doi.org/10.1162/tacl_a_00301}
    }
    
  3. Pre-trained Models for Natural Language Processing: A Survey, SCIENCE CHINA Technological Sciences (SCTS) , Science China Press, 2020. [BibTeX][DOI][PDF]
    Xipeng Qiu, TianXiang Sun, Yige Xu, Yunfan Shao, Ning Dai, Xuanjing Huang.
  4. BibTeX:
    @article{qiu2020:scts-ptms,
      author = {Xipeng Qiu and TianXiang Sun and Yige Xu and Yunfan Shao and Ning Dai and Xuanjing Huang},
      title = {Pre-trained Models for Natural Language Processing: A Survey},
      journal = {SCIENCE CHINA Technological Sciences},
      publisher = {Science China Press},
      year = {2020},
      doi = {https://doi.org/10.1007/s11431-020-1647-3}
    }
    
  5. Chinese word segmentation via BiLSTM+Semi-CRF with relay node, JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY (JCST), September, 2020 , Vol. 35(5), pp. 1115–1126, 2020. [BibTeX][DOI][PDF]
    Nuo Qun, Hang Yan, XiPeng Qiu, XuanJing Huang.
  6. BibTeX:
    @article{yan2020jcst-semicrf,
      author = {Nuo Qun and Hang Yan and XiPeng Qiu and XuanJing Huang},
      title = {Chinese word segmentation via BiLSTM+Semi-CRF with relay node},
      journal = {JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY},
      year = {2020},
      volume = {35},
      number = {5},
      pages = {1115–1126},
      doi = {https://doi.org/10.1007/s11390-020-9576-4}
    }
    
  7. FLAT: Chinese NER Using Flat-Lattice Transformer, ACL, 2020. [BibTeX][PDF][Code]
    Xiaonan Li, Hang Yan, Xipeng Qiu, Xuanjing Huang.
  8. BibTeX:
    @inproceedings{li-etal-2020-flat,
      author = {Li, Xiaonan and Yan, Hang and Qiu, Xipeng and Huang, Xuanjing},
      title = {FLAT: Chinese NER Using Flat-Lattice Transformer},
      booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},
      year = {2020},
      pages = {6836--6842}, 
      url = {https://www.aclweb.org/anthology/2020.acl-main.611}
    }
    
  9. Improving Image Captioning with Better Use of Caption, ACL, 2020. [BibTeX][PDF][Code]
    Zhan Shi, Xu Zhou, Xipeng Qiu, Xiaodan Zhu.
  10. BibTeX:
    @inproceedings{shi-etal-2020-improving,
      author = {Shi, Zhan and Zhou, Xu and Qiu, Xipeng and Zhu, Xiaodan},
      title = {Improving Image Captioning with Better Use of Caption},
      booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},
      year = {2020},
      pages = {7454--7464}, 
      url = {https://www.aclweb.org/anthology/2020.acl-main.664}
    }
    
  11. Heterogeneous Graph Neural Networks for Extractive Document Summarization, ACL, 2020. [BibTeX][PDF][Code]
    Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu, Xuanjing Huang.
  12. BibTeX:
    @inproceedings{wang-etal-2020-heterogeneous,
      author = {Wang, Danqing and Liu, Pengfei and Zheng, Yining and Qiu, Xipeng and Huang, Xuanjing},
      title = {Heterogeneous Graph Neural Networks for Extractive Document Summarization},
      booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},
      year = {2020},
      pages = {6209--6219}, 
      url = {https://www.aclweb.org/anthology/2020.acl-main.553}
    }
    
  13. Extractive Summarization as Text Matching, ACL, 2020. [BibTeX][PDF][Code]
    Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang.
  14. BibTeX:
    @inproceedings{zhong-etal-2020-extractive,
      author = {Zhong, Ming and Liu, Pengfei and Chen, Yiran and Wang, Danqing and Qiu, Xipeng and Huang, Xuanjing},
      title = {Extractive Summarization as Text Matching},
      booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},
      year = {2020},
      pages = {6197--6208}, 
      url = {https://www.aclweb.org/anthology/2020.acl-main.552}
    }
    
  15. Multi-Scale Self-Attention for Text Classification, AAAI, 2020. [BibTeX] [PDF]
    Qipeng Guo, Xipeng Qiu, Pengfei Liu, Xiangyang Xue, Zheng Zhang.
  16. BibTeX:
    @inproceedings{guo2020multiscale,
      author = {Qipeng Guo and Xipeng Qiu and Pengfei Liu and Xiangyang Xue and Zheng Zhang},
      title = {Multi-Scale Self-Attention for Text Classification},
      booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
      year = {2020}, 
      url = {https://arxiv.org/abs/1912.00544}
    }
    
  17. Learning Sparse Sharing Architectures for Multiple Tasks, AAAI, 2020. [BibTeX] [PDF] [Code]
    Tianxiang Sun, Yunfan Shao, Xiaonan Li, Pengfei Liu, Hang Yan, Xipeng Qiu, Xuanjing Huang.
  18. BibTeX:
    @inproceedings{sun2020sparsing,
      author = {Tianxiang Sun and Yunfan Shao and Xiaonan Li and Pengfei Liu and Hang Yan and Xipeng Qiu and Xuanjing Huang},
      title = {Learning Sparse Sharing Architectures for Multiple Tasks},
      booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
      year = {2020}
    }
    

    [2019]

  19. How to Fine-Tune BERT for Text Classification?, CCL (Best Paper Award), 2019. [BibTeX][PDF]
    Chi Sun, Xipeng Qiu, Yige Xu, Xuanjing Huang.
  20. BibTeX:
    @inproceedings{sun2019finetune,
      author = {Chi Sun and Xipeng Qiu and Yige Xu and Xuanjing Huang},
      title = {How to Fine-Tune BERT for Text Classification?},
      booktitle = {Proceedings of China National Conference on Computational Linguistics},
      year = {2019},
      pages = {194--206}, 
      url = {https://arxiv.org/abs/1905.05583}
    }
    
  21. Star-Transformer, NAACL, 2019. [BibTeX][PDF]
    Qipeng Guo, Xipeng Qiu, Pengfei Liu, Yunfan Shao, Xiangyang Xue, Zheng Zhang.
  22. BibTeX:
    @inproceedings{guo2019star,
      author = {Guo, Qipeng and Qiu, Xipeng and Liu, Pengfei and Shao, Yunfan and Xue, Xiangyang and Zhang, Zheng},
      title = {Star-Transformer},
      booktitle = {Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
      year = {2019},
      pages = {1315--1325}, 
      url = {https://www.aclweb.org/anthology/N19-1133}
    }
    
  23. VCWE: Visual Character-Enhanced Word Embeddings, NAACL, 2019. [BibTeX][PDF]
    Chi Sun, Xipeng Qiu, Xuanjing Huang.
  24. BibTeX:
    @inproceedings{sun2019vcwe,
      author = {Sun, Chi and Qiu, Xipeng and Huang, Xuanjing},
      title = {VCWE: Visual Character-Enhanced Word Embeddings},
      booktitle = {Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)},
      year = {2019},
      pages = {2710--2719}, 
      url = {https://www.aclweb.org/anthology/N19-1277}
    }
    
  25. Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation, ACL, 2019. [BibTeX][PDF][Code]
    Ning Dai, Jianze Liang, Xipeng Qiu, Xuanjing Huang.
  26. BibTeX:
    @inproceedings{dai2019style,
      author = {Ning Dai and Jianze Liang and Xipeng Qiu and Xuanjing Huang},
      title = {Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation},
      booktitle = {Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
      year = {2019},
      pages = {5997--6007}, 
      url = {https://www.aclweb.org/anthology/P19-1601/}
    }
    
  27. Searching for Effective Neural Extractive Summarization: What Works and What's Next, ACL, 2019. [BibTeX][PDF][Code]
    Ming Zhong, Pengfei Liu, Xipeng Qiu, Xuanjing Huang.
  28. BibTeX:
    @inproceedings{zhong2019sum,
      author = {Ming Zhong and Pengfei Liu and Xipeng Qiu and Xuanjing Huang},
      title = {Searching for Effective Neural Extractive Summarization: What Works and What's Next},
      booktitle = {Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
      year = {2019},
      pages = {1049--1058}, 
      url = {https://www.aclweb.org/anthology/P19-1100/}
    }
    
  29. Switch-LSTMs for Multi-Criteria Chinese Word Segmentation, AAAI, 2019. [BibTeX][PDF]
    Jingjing Gong, Xinchi Chen, Tao Gui, Xipeng Qiu.
  30. BibTeX:
    @inproceedings{gong2019switch,
      author = {Jingjing Gong and Xinchi Chen and Tao Gui and Xipeng Qiu},
      title = {Switch-LSTMs for Multi-Criteria Chinese Word Segmentation},
      booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
      year = {2019},
      pages = {6457--6464}, 
      url = {https://arxiv.org/abs/1812.08033}
    }
    
  31. Learning Multi-Task Communication with Message Passing for Sequence Learning, AAAI, 2019. [BibTeX][PDF]
    Pengfei Liu, Jie Fu, Yue Dong, Xipeng Qiu, Jackie Chi Kit Cheung.
  32. BibTeX:
    @inproceedings{liu2019multi,
      author = {Pengfei Liu and Jie Fu and Yue Dong and Xipeng Qiu and Jackie Chi Kit Cheung},
      title = {Learning Multi-Task Communication with Message Passing for Sequence Learning},
      booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
      year = {2019},
      pages = {4360--4367}, 
      url = {https://aaai.org/ojs/index.php/AAAI/article/view/4346}
    }
    
  33. Text Information Aggregation with Centrality Attention, SCIENCE CHINA Information Sciences (SCIS) , 2019. [BibTeX]
    JingJing Gong, Hang Yan, Yining Zheng, Qipeng Guo, Xipeng Qiu, Xuanjing Huang.
  34. BibTeX:
    @article{gong2019centrality,
      author = {JingJing Gong and Hang Yan and Yining Zheng and Qipeng Guo and Xipeng Qiu and Xuanjing Huang},
      title = {Text Information Aggregation with Centrality Attention},
      journal = {SCIENCE CHINA Information Sciences},
      year = {2019}
    }
    
  35. Low-rank and Locality Constrained Self-Attention for Sequence Modeling, IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), December, 2019 , Vol. 27(12), pp. 2213 - 2222, 2019. [BibTeX][DOI]
    Qipeng Guo, Xipeng Qiu, Xiangyang Xue, Zheng Zhang.
  36. BibTeX:
    @article{guo2019low,
      author = {Guo, Qipeng and Qiu, Xipeng and Xue, Xiangyang and Zhang, Zheng},
      title = {Low-rank and Locality Constrained Self-Attention for Sequence Modeling},
      journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
      year = {2019},
      volume = {27},
      number = {12},
      pages = {2213 - 2222},
      doi = {https://doi.org/10.1109/TASLP.2019.2944078}
    }
    
  37. Sequence Labeling with Deep Gated Dual Path CNN, IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), December, 2019 , Vol. 27(12), pp. 2326 - 2335, 2019. [BibTeX][DOI]
    Lujun Zhao, Xipeng Qiu, Qi Zhang, Xuanjing Huang.
  38. BibTeX:
    @article{zhao2019sequence,
      author = {Zhao, Lujun and Qiu, Xipeng and Zhang, Qi and Huang, Xuanjing},
      title = {Sequence Labeling with Deep Gated Dual Path CNN},
      journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
      year = {2019},
      volume = {27},
      number = {12},
      pages = {2326 - 2335},
      doi = {https://doi.org/10.1109/TASLP.2019.2944563}
    }
    
  39. Sequence Labeling with Deep Gated Dual Path CNN, IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP) , 2019. [BibTeX]
    Lujun Zhao, Xipeng Qiu, Qi Zhang, Xuanjing Huang.
  40. BibTeX:
    @article{zhao2019sequence,
      author = {Zhao, Lujun and Qiu, Xipeng and Zhang, Qi and Huang, Xuanjing},
      title = {Sequence Labeling with Deep Gated Dual Path CNN},
      journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
      year = {2019}
    }
    

    [2018]

  41. Information Aggregation via Dynamic Routing for Sequence Encoding, COLING, 2018. [BibTeX][PDF]
    Jingjing Gong, Xipeng Qiu, Shaojing Wang, Xuanjing Huang.
  42. BibTeX:
    @inproceedings{gong2018information,
      author = {Jingjing Gong and Xipeng Qiu and Shaojing Wang and Xuanjing Huang},
      title = {Information Aggregation via Dynamic Routing for Sequence Encoding},
      booktitle = {Proceedings of the 27th International Conference on Computational Linguistics},
      year = {2018},
      url = {https://arxiv.org/abs/1806.01501}
    }
    
  43. Convolutional Interaction Network for Natural Language Inference, EMNLP, 2018. [BibTeX][PDF]
    Jingjing Gong, Xipeng Qiu, Xinchi Chen, Dong Liang, Xuanjing Huang.
  44. BibTeX:
    @inproceedings{gong2018convolutional,
      author = {Gong, Jingjing and Qiu, Xipeng and Chen, Xinchi and Liang, Dong and Huang, Xuanjing},
      title = {Convolutional Interaction Network for Natural Language Inference},
      booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing},
      year = {2018},
      pages = {1576--1585},
      url = {http://aclweb.org/anthology/D18-1186}
    }
    
  45. Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks, IJCAI, 2018. [BibTeX][PDF]
    Renjie Zheng, Junkun Chen, Xipeng Qiu.
  46. BibTeX:
    @inproceedings{zheng2018same,
      author = {Zheng, Renjie and Chen, Junkun and Qiu, Xipeng},
      title = {Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks},
      booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence},
      year = {2018},
      url = {https://arxiv.org/abs/1804.08139}
    }
    
  47. Toward Diverse Text Generation with Inverse Reinforcement Learning, IJCAI, 2018. [BibTeX][PDF]
    Zhan Shi, Xinchi Chen, Xipeng Qiu, Xuanjing Huang.
  48. BibTeX:
    @inproceedings{shi2018towards,
      author = {Shi, Zhan and Chen, Xinchi and Qiu, Xipeng and Huang, Xuanjing},
      title = {Towards Diverse Text Generation with Inverse Reinforcement Learning},
      booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence},
      year = {2018},
      url = {https://arxiv.org/abs/1804.11258}
    }
    
  49. Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method, AAAI, 2018. [BibTeX][PDF]
    Jinyue Su, Jiacheng Xu, Xipeng Qiu, Xuanjing Huang.
  50. BibTeX:
    @inproceedings{su2018incorporating,
      author = {Su, Jinyue and Xu, Jiacheng and Qiu, Xipeng and Huang, Xuanjing},
      title = {Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method},
      booktitle = {Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence},
      year = {2018},
      url = {https://arxiv.org/abs/1802.08970}
    }
    
  51. Meta Multi-Task Learning for Sequence Modeling, AAAI, 2018. [BibTeX][PDF]
    Junkun Chen, Xipeng Qiu, Pengfei Liu, Xuanjing Huang.
  52. BibTeX:
    @inproceedings{chen2018meta,
      author = {Chen, Junkun and Qiu, Xipeng and Liu, Pengfei and Huang, Xuanjing},
      title = {Meta Multi-Task Learning for Sequence Modeling},
      booktitle = {Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence},
      year = {2018},
      url = {https://arxiv.org/abs/1802.08969}
    }
    

    [2017]

  53. Adaptive Semantic Compositionality for Sentence Modelling, IJCAI, 2017. [BibTeX][PDF]
    Pengfei Liu, Xipeng Qiu, Xuanjing Huang.
  54. BibTeX:
    @inproceedings{liu2017adaptive,
      author = {Pengfei Liu and Xipeng Qiu and Xuanjing Huang},
      title = {Adaptive Semantic Compositionality for Sentence Modelling},
      booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI-17},
      year = {2017},
      pages = {4061--4067},
      url = {https://www.ijcai.org/proceedings/2017/0567.pdf}
    }
    
  55. A Feature-Enriched Neural Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging, IJCAI, 2017. [BibTeX][PDF]
    Xinchi Chen, Xipeng Qiu, Xuanjing Huang.
  56. BibTeX:
    @inproceedings{chen2017feature,
      author = {Xinchi Chen and Xipeng Qiu and Xuanjing Huang},
      title = {A Feature-Enriched Neural Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging},
      booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI-17},
      year = {2017},
      pages = {3960--3966},
      url = {https://www.ijcai.org/proceedings/2017/0553.pdf}
    }
    
  57. Knowledge Graph Representation with Jointly Structural and Textual Encoding, IJCAI, 2017. [BibTeX][PDF]
    Jiacheng Xu, Xipeng Qiu, Kan Chen, Xuanjing Huang.
  58. BibTeX:
    @inproceedings{xu2017knowledge,
      author = {Jiacheng Xu and Xipeng Qiu and Kan Chen and Xuanjing Huang},
      title = {Knowledge Graph Representation with Jointly Structural and Textual Encoding},
      booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence},
      year = {2017},
      pages = {1318--1324},
      url = {https://www.ijcai.org/proceedings/2017/0183.pdf}
    }
    
  59. Dynamic Compositional Neural Networks over Tree Structure, IJCAI, 2017. [BibTeX] [DOI][PDF]
    Pengfei Liu, Xipeng Qiu, Xuanjing Huang.
  60. BibTeX:
    @inproceedings{liu2017dynamic,
      author = {Pengfei Liu and Xipeng Qiu and Xuanjing Huang},
      title = {Dynamic Compositional Neural Networks over Tree Structure},
      booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence},
      year = {2017},
      pages = {4054--4060},
      url = {https://www.ijcai.org/proceedings/2017/0566.pdf},
      doi = {https://doi.org/10.24963/ijcai.2017/566}
    }
    
  61. Adversarial Multi-task Learning for Text Classification, ACL, 2017. [BibTeX][PDF]
    Pengfei Liu, Xipeng Qiu, Xuanjing Huang.
  62. BibTeX:
    @inproceedings{liu2017adversarial,
      author = {Pengfei Liu and Xipeng Qiu and Xuanjing Huang},
      title = {Adversarial Multi-task Learning for Text Classification},
      booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics},
      year = {2017},
      pages = {1--10},
      url = {http://aclweb.org/anthology/P/P17/P17-1001.pdf}
    }
    
  63. Adversarial Multi-Criteria Learning for Chinese Word Segmentation, ACL (Outstanding Paper Award), 2017. [BibTeX][PDF]
    Xinchi Chen, Zhan Shi, Xipeng Qiu, Xuanjing Huang.
  64. BibTeX:
    @inproceedings{chen2017adversarial,
      author = {Xinchi Chen and Zhan Shi and Xipeng Qiu and Xuanjing Huang},
      title = {Adversarial Multi-Criteria Learning for Chinese Word Segmentation},
      booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics},
      year = {2017},
      pages = {1193--1203},
      url = {http://aclweb.org/anthology/P/P17/P17-1110.pdf}
    }
    
  65. Idiom-Aware Compositional Distributed Semantics, EMNLP, 2017. [BibTeX][PDF]
    Pengfei Liu, Kaiyu Qian, Xipeng Qiu, Xuanjing Huang.
  66. BibTeX:
    @inproceedings{liu2017idiom,
      author = {Liu, Pengfei and Qian, Kaiyu and Qiu, Xipeng and Huang, Xuanjing},
      title = {Idiom-Aware Compositional Distributed Semantics},
      booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing},
      year = {2017},
      pages = {1215--1224},
      url = {http://www.aclweb.org/anthology/D17-1125}
    }
    

    [2016]

  67. Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification, EMNLP, 2016. [BibTeX][PDF]
    Jiacheng Xu, Danlu Chen, Xipeng Qiu, Xuanjing Huang.
  68. BibTeX:
    @inproceedings{xu2016cached,
      author = {Jiacheng Xu and Danlu Chen and Xipeng Qiu and Xuanjing Huang},
      title = {Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification},
      booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing},
      year = {2016},
      url = {https://aclweb.org/anthology/D16-1172}
    }
    
  69. Analyzing Linguistic Knowledge in Sequential Model of Sentence, EMNLP, 2016. [BibTeX][PDF]
    Peng Qian, Xipeng Qiu, Xuanjing Huang.
  70. BibTeX:
    @inproceedings{qian2016analyzing,
      author = {Peng Qian and Xipeng Qiu and Xuanjing Huang},
      title = {Analyzing Linguistic Knowledge in Sequential Model of Sentence},
      booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing},
      year = {2016},
      url = {https://aclweb.org/anthology/D16-1079}
    }
    
  71. Modelling Interaction of Sentence Pair with Coupled-LSTMs, EMNLP, 2016. [BibTeX][PDF]
    Pengfei Liu, Xipeng Qiu, Yaqian Zhou, Jifan Chen, Xuanjing Huang.
  72. BibTeX:
    @inproceedings{liu2016modelling,
      author = {Liu, Pengfei and Qiu, Xipeng and Zhou, Yaqian and Chen, Jifan and Huang, Xuanjing},
      title = {Modelling Interaction of Sentence Pair with Coupled-LSTMs},
      booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing},
      year = {2016},
      url = {https://aclweb.org/anthology/D16-1176}
    }
    
  73. Deep Multi-Task Learning with Shared Memory, EMNLP, 2016. [BibTeX][PDF]
    Pengfei Liu, Xipeng Qiu, Xuanjing Huang.
  74. BibTeX:
    @inproceedings{liu2016deep-multitask,
      author = {Liu, Pengfei and Qiu, Xipeng and Huang, Xuanjing},
      title = {Deep Multi-Task Learning with Shared Memory},
      booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing},
      year = {2016},
      url = {https://aclweb.org/anthology/D16-1012}
    }
    
  75. Bridging LSTM Architecture and the Neural Dynamics during Reading, IJCAI, 2016. [BibTeX][PDF]
    Peng Qian, Xipeng Qiu, Xuanjing Huang.
  76. BibTeX:
    @inproceedings{qian2016bridge,
      author = {Peng Qian and Xipeng Qiu and Xuanjing Huang},
      title = {Bridging LSTM Architecture and the Neural Dynamics during Reading},
      booktitle = {Proceedings of International Joint Conference on Artificial Intelligence},
      year = {2016},
      url = {https://arxiv.org/abs/1604.06635}
    }
    
  77. Recurrent Neural Network for Text Classification with Multi-Task Learning, IJCAI, 2016. [BibTeX][PDF]
    Pengfei Liu, Xipeng Qiu, Xuanjing Huang.
  78. BibTeX:
    @inproceedings{liu2016recurrent,
      author = {Pengfei Liu and Xipeng Qiu and Xuanjing Huang},
      title = {Recurrent Neural Network for Text Classification with Multi-Task Learning},
      booktitle = {Proceedings of International Joint Conference on Artificial Intelligence},
      year = {2016},
      url = {https://arxiv.org/abs/1605.05101}
    }
    
  79. Investigating Language Universal and Specific in Word Embedding, ACL, 2016. [BibTeX][PDF]
    Peng Qian, Xipeng Qiu, Xuanjing Huang.
  80. BibTeX:
    @inproceedings{qian2016investigating,
      author = {Peng Qian and Xipeng Qiu and Xuanjing Huang},
      title = {Investigating Language Universal and Specific in Word Embedding},
      booktitle = {Proceedings of Annual Meeting of the Association for Computational Linguistics},
      year = {2016},
      url = {http://aclweb.org/anthology/P/P16/P16-1140.pdf}
    }
    
  81. A New Psychometric-inspired Evaluation Metric for Chinese Word Segmentation, ACL, 2016. [BibTeX][PDF]
    Peng Qian, Xipeng Qiu, Xuanjing Huang.
  82. BibTeX:
    @inproceedings{qian2016new,
      author = {Peng Qian and Xipeng Qiu and Xuanjing Huang},
      title = {A New Psychometric-inspired Evaluation Metric for Chinese Word Segmentation},
      booktitle = {Proceedings of Annual Meeting of the Association for Computational Linguistics},
      year = {2016},
      url = {http://aclweb.org/anthology/P/P16/P16-1206.pdf}
    }
    
  83. Deep Fusion LSTMs for Text Semantic Matching, ACL, 2016. [BibTeX][PDF]
    Pengfei Liu, Xipeng Qiu, Jifan Chen, Xuanjing Huang.
  84. BibTeX:
    @inproceedings{liu2016deep,
      author = {Pengfei Liu and Xipeng Qiu and Jifan Chen and Xuanjing Huang},
      title = {Deep Fusion LSTMs for Text Semantic Matching},
      booktitle = {Proceedings of Annual Meeting of the Association for Computational Linguistics},
      year = {2016},
      url = {http://aclweb.org/anthology/P/P16/P16-1098.pdf}
    }
    
  85. Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network, ACL, 2016. [BibTeX][PDF]
    Jifan Chen, Qi Zhang, Pengfei Liu, Xipeng Qiu, Xuanjing Huang.
  86. BibTeX:
    @inproceedings{chen2016implicit,
      author = {Jifan Chen and Qi Zhang and Pengfei Liu and Xipeng Qiu and Xuanjing Huang},
      title = {Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network},
      booktitle = {Proceedings of Annual Meeting of the Association for Computational Linguistics},
      year = {2016},
      url = {http://aclweb.org/anthology/P/P16/P16-1163.pdf}
    }
    

    [2015]

  87. Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents, EMNLP, 2015. [BibTeX][PDF]
    PengFei Liu, Xipeng Qiu, Xinchi Chen, Shiyu Wu, Xuanjing Huang.
  88. BibTeX:
    @inproceedings{liu2015multitimescale,
      author = {PengFei Liu and Xipeng Qiu and Xinchi Chen and Shiyu Wu and Xuanjing Huang},
      title = {Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents},
      booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
      year = {2015},
      url = {http://www.aclweb.org/anthology/D/D15/D15-1280.pdf}
    }
    
  89. Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks, EMNLP, 2015. [BibTeX][PDF]
    Xinchi Chen, Yaqian Zhou, Chenxi Zhu, Xipeng Qiu, Xuanjing Huang.
  90. BibTeX:
    @inproceedings{chen2015transition,
      author = {Xinchi Chen and Yaqian Zhou and Chenxi Zhu and Xipeng Qiu and Xuanjing Huang},
      title = {Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks},
      booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
      year = {2015},
      url = {http://www.aclweb.org/anthology/D/D15/D15-1215.pdf}
    }
    
  91. Sentence Modeling with Gated Recursive Neural Network, EMNLP, 2015. [BibTeX][PDF]
    Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Shiyu Wu, Xuanjing Huang.
  92. BibTeX:
    @inproceedings{chen2015sentence,
      author = {Xinchi Chen and Xipeng Qiu and Chenxi Zhu and Shiyu Wu and Xuanjing Huang},
      title = {Sentence Modeling with Gated Recursive Neural Network},
      booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
      year = {2015},
      url = {http://www.aclweb.org/anthology/D/D15/D15-1092.pdf}
    }
    
  93. Long Short-Term Memory Neural Networks for Chinese Word Segmentation, EMNLP, 2015. [BibTeX][PDF]
    Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Pengfei Liu, Xuanjing Huang.
  94. BibTeX:
    @inproceedings{chen2015long,
      author = {Xinchi Chen and Xipeng Qiu and Chenxi Zhu and Pengfei Liu and Xuanjing Huang},
      title = {Long Short-Term Memory Neural Networks for Chinese Word Segmentation},
      booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
      year = {2015},
      url = {http://www.aclweb.org/anthology/D/D15/D15-1141.pdf}
    }
    
  95. Convolutional Neural Tensor Network Architecture for Community-based Question Answering, IJCAI, 2015. [BibTeX][PDF]
    Xipeng Qiu, Xuanjing Huang.
  96. BibTeX:
    @inproceedings{qiu2015convolutional,
      author = {Xipeng Qiu and Xuanjing Huang},
      title = {Convolutional Neural Tensor Network Architecture for Community-based Question Answering},
      booktitle = {Proceedings of International Joint Conference on Artificial Intelligence},
      year = {2015},
      url = {http://ijcai.org/papers15/Papers/IJCAI15-188.pdf}
    }
    
  97. Learning Context-Sensitive Word Embeddings with Neural Tensor Skip-Gram Model, IJCAI, 2015. [BibTeX][PDF]
    PengFei Liu, Xipeng Qiu, Xuanjing Huang.
  98. BibTeX:
    @inproceedings{liu2015learning,
      author = {PengFei Liu and Xipeng Qiu and Xuanjing Huang},
      title = {Learning Context-Sensitive Word Embeddings with Neural Tensor Skip-Gram Model},
      booktitle = {Proceedings of International Joint Conference on Artificial Intelligence},
      year = {2015},
      url = {http://ijcai.org/papers15/Papers/IJCAI15-185.pdf}
    }
    
  99. A Re-Ranking Model For Dependency Parser With Recursive Convolutional Neural Network, ACL, 2015. [BibTeX][PDF]
    Chenxi Zhu, Xipeng Qiu, Xinchi Chen, Xuanjing Huang.
  100. BibTeX:
    @inproceedings{zhu2015reranking,
      author = {Chenxi Zhu and Xipeng Qiu and Xinchi Chen and Xuanjing Huang},
      title = {A Re-Ranking Model For Dependency Parser With Recursive Convolutional Neural Network},
      booktitle = {Proceedings of Annual Meeting of the Association for Computational Linguistics},
      year = {2015},
      url = {http://www.aclweb.org/anthology/P/P15/P15-1112.pdf}
    }
    
  101. Gated Recursive Neural Network For Chinese Word Segmentation, ACL, 2015. [BibTeX][PDF]
    Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Xuanjing Huang.
  102. BibTeX:
    @inproceedings{chen2015gated,
      author = {Xinchi Chen and Xipeng Qiu and Chenxi Zhu and Xuanjing Huang},
      title = {Gated Recursive Neural Network For Chinese Word Segmentation},
      booktitle = {Proceedings of Annual Meeting of the Association for Computational Linguistics},
      year = {2015},
      url = {http://www.aclweb.org/anthology/P/P15/P15-1168.pdf}
    }
    

    [2014 and before]

  103. Automatic Corpus Expansion for Chinese Word Segmentation by Exploiting the Redundancy of Web Information, COLING, 2014. [BibTeX][PDF]
    Xipeng Qiu, ChaoChao Huang, Xuanjing Huang.
  104. BibTeX:
    @inproceedings{qiu2014automatic,
      author = {Qiu, Xipeng and Huang, ChaoChao and Huang, Xuanjing},
      title = {Automatic Corpus Expansion for Chinese Word Segmentation by Exploiting the Redundancy of Web Information},
      booktitle = {Proceedings of the 25th International Conference on Computational Linguistics},
      year = {2014},
      pages = {1154--1164},
      url = {http://anthology.aclweb.org/C/C14/C14-1109.pdf}
    }
    
  105. Learning Topical Translation Model for Microblog Hashtag Suggestion, IJCAI, 2013. [BibTeX]
    Zhuoye Ding, Xipeng Qiu, Qi Zhang, Xuanjing Huang.
  106. BibTeX:
    @inproceedings{ding2013learning,
      author = {Ding, Zhuoye and Qiu, Xipeng and Zhang, Qi and Huang, Xuanjing},
      title = {Learning Topical Translation Model for Microblog Hashtag Suggestion},
      booktitle = {Proceedings of the Twenty-Third international joint conference on Artificial Intelligence},
      year = {2013}
    }
    
  107. Joint Chinese Word Segmentation and POS Tagging on Heterogeneous Annotated Corpora with Multiple Task Learning, EMNLP, 2013. [BibTeX][PDF]
    Xipeng Qiu, Jiayi Zhao, Xuanjing Huang.
  108. BibTeX:
    @inproceedings{qiu2013joint,
      author = {Qiu, Xipeng and Zhao, Jiayi and Huang, Xuanjing},
      title = {Joint Chinese Word Segmentation and POS Tagging on Heterogeneous Annotated Corpora with Multiple Task Learning},
      booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
      year = {2013},
      pages = {658--668},
      url = {http://www.aclweb.org/anthology/D/D13/D13-1062.pdf}
    }
    
  109. FudanNLP: A Toolkit for Chinese Natural Language Processing, ACL, 2013. [BibTeX]
    Xipeng Qiu, Qi Zhang, Xuanjing Huang.
  110. BibTeX:
    @inproceedings{Qiu:2013,
      author = {Xipeng Qiu and Qi Zhang and Xuanjing Huang},
      title = {FudanNLP: A Toolkit for Chinese Natural Language Processing},
      booktitle = {Proceedings of Annual Meeting of the Association for Computational Linguistics},
      year = {2013}
    }
    
  111. Recognizing Inference in Texts with Markov Logic Networks, ACM Transactions on Asian Language Information Processing (TALIP) , Vol. 11(4), pp. 15:1-15:23, 2012. [BibTeX]
    Xipeng Qiu, Ling Cao, Zhao Liu, Xuanjing Huang.
  112. BibTeX:
    @article{Qiu:2012:RIT:2382593.2382597,
      author = {Qiu, Xipeng and Cao, Ling and Liu, Zhao and Huang, Xuanjing},
      title = {Recognizing Inference in Texts with Markov Logic Networks},
      journal = {ACM Transactions on Asian Language Information Processing},
      year = {2012},
      volume = {11},
      number = {4},
      pages = {15:1--15:23}
    }
    
  113. Part-of-Speech Tagging for Chinese-English Mixed Texts with Dynamic Features, EMNLP-CONLL, 2012. [BibTeX][PDF]
    Jiayi Zhao, Xipeng Qiu, Shu Zhang, Feng Ji, Xuanjing Huang.
  114. BibTeX:
    @inproceedings{zhao2012partofspeech,
      author = {Zhao, Jiayi and Qiu, Xipeng and Zhang, Shu and Ji, Feng and Huang, Xuanjing},
      title = {Part-of-Speech Tagging for Chinese-English Mixed Texts with Dynamic Features},
      booktitle = {Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning},
      year = {2012},
      url = {http://www.aclweb.org/anthology/D/D12/D12-1126}
    }
    
  115. Joint Segmentation and Tagging with Coupled Sequences Labeling, COLING, 2012. [BibTeX][PDF]
    Xipeng Qiu, Feng Ji, Jiayi Zhao, Xuanjing Huang.
  116. BibTeX:
    @inproceedings{Qiu:2012,
      author = {Qiu, Xipeng and Ji, Feng and Zhao, Jiayi and Huang, Xuanjing},
      title = {Joint Segmentation and Tagging with Coupled Sequences Labeling},
      booktitle = {Proceedings of International Conference on Computational Linguistics},
      year = {2012},
      pages = {951--964},
      url = {http://www.aclweb.org/anthology/C12-2093}
    }
    
  117. Hierarchical Text Classification with Latent Concepts, ACL-HLT, 2011. [BibTeX]
    Xipeng Qiu, Xuanjing Huang, Zhao Liu, Jinlong Zhou.
  118. BibTeX:
    @inproceedings{qiu2011hierarchical,
      author = {Xipeng Qiu and Xuanjing Huang and Zhao Liu and Jinlong Zhou},
      title = {Hierarchical Text Classification with Latent Concepts},
      booktitle = {Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies},
      year = {2011}
    }
    
  119. An Effective Feature Selection Method for Text Categorization, PAKDD, 2011. [BibTeX]
    Xipeng Qiu, Jinlong Zhou, Xuanjing Huang.
  120. BibTeX:
    @inproceedings{Qiu:2011a,
      author = {Xipeng Qiu and Jinlong Zhou and Xuanjing Huang},
      title = {An Effective Feature Selection Method for Text Categorization},
      booktitle = {Proceedings of the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining},
      year = {2011}
    }
    
  121. Detecting Hedge Cues and their Scopes with Average Perceptron, CONLL, 2010. [BibTeX][PDF]
    Feng Ji, Xipeng Qiu, Xuanjing Huang.
  122. BibTeX:
    @inproceedings{ji2010detecting,
      author = {Feng Ji and Xipeng Qiu and Xuanjing Huang},
      title = {Detecting Hedge Cues and their Scopes with Average Perceptron},
      booktitle = {Fourteenth Conference on Computational Natural Language Learning},
      year = {2010}, 
      url = {https://www.aclweb.org/anthology/W10-3005/}
    }
    
  123. Info-Margin Maximization for Feature Extraction, Pattern Recognition Letters (PRL) , Vol. 30, pp. 1516-1522, 2009. [BibTeX]
    Xipeng Qiu, Lide Wu.
  124. BibTeX:
    @article{qiu2009infomargin,
      author = {Xipeng Qiu and Lide Wu},
      title = {Info-Margin Maximization for Feature Extraction},
      journal = {Pattern Recognition Letters},
      year = {2009},
      volume = {30},
      pages = {1516--1522}
    }
    
  125. Hierarchical Multi-Class Text Categorization with Global Margin Maximization, ACL-IJCNLP, 2009. [BibTeX]
    Xipeng Qiu, Wenjun Gao, Xuanjing Huang.
  126. BibTeX:
    @inproceedings{Qiu:2009,
      author = {Qiu, Xipeng and Gao, Wenjun and Huang, Xuanjing},
      title = {Hierarchical Multi-Class Text Categorization with Global Margin Maximization},
      booktitle = {Proceedings of the Joint Conference of the Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP},
      year = {2009},
      pages = {165--168}
    }
    
  127. Two-dimensional nearest neighbor discriminant analysis, Neurocomputing (NeuCom) , Vol. 70(13-15), pp. 2572-2575, 2007. [BibTeX]
    Xipeng Qiu, Lide Wu.
  128. BibTeX:
    @article{qiu2007two,
      author = {Xipeng Qiu and Lide Wu},
      title = {Two-dimensional nearest neighbor discriminant analysis},
      journal = {Neurocomputing},
      year = {2007},
      volume = {70},
      number = {13-15},
      pages = {2572-2575},
    }
    
  129. Stepwise Nearest Neighbor Discriminant Analysis, IJCAI, 2005. [BibTeX][PDF]
    Xipeng Qiu, Lide Wu.
  130. BibTeX:
    @inproceedings{qiu2005stepwise,
      author = {Xipeng Qiu and Lide Wu},
      title = {Stepwise Nearest Neighbor Discriminant Analysis},
      booktitle = {Proceedings of the international joint conference on Artificial Intelligence},
      year = {2005},
      pages = {829-834},
    }
    
  131. Face Recognition by Stepwise Nonparametric Margin Maximum Criterion, ICCV, 2005. [BibTeX][PDF]
    Xipeng Qiu, Lide Wu.
  132. BibTeX:
    @inproceedings{Qiu:2005c,
      author = {Xipeng Qiu and Lide Wu},
      title = {Face Recognition by Stepwise Nonparametric Margin Maximum Criterion},
      booktitle = {Proc. of IEEE Conf. on Comput. Vision},
      year = {2005},
      pages = {1567-1572},
    }