论文列表

  • 2021

    • Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu.
      Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders
      In Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21) , February 2-9, 2021. [PDF]
    • Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu.
      Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling
      In Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21) , February 2-9, 2021. [PDF]
    • Lu Ji, Zhongyu Wei, Jing Li, Qi Zhang and Xuanjing Huang.
      Discrete Argument Representation Learning for Interactive Argument Pair Identification
      In Proceedings of 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACl 2021) , August 2-4, 2021. [PDF]
    • Jinlan Fu, Liangjing Feng, Qi Zhang, Xuanjing Huang and Pengfei Liu.
      Larger-Context Tagging: When and Why Does It Work?
      In Proceedings of 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACl 2021) , August 2-4, 2021. [PDF]
    • Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Xuanjing Huang and Yaqian Zhou.
      SENT: Sentence-level Distant Relation Extraction via Negative Training
      In Proceedings of The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) , August 2-4, 2021. [PDF]
    • QinzhuoWu, Qi Zhang, ZhongyuWei, Xuanjing Huang.
      Math Word Problem Solving with Explicit Numerical Values
      In Proceedings of The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) , August 2-4, 2021. [PDF]
    • Jiacheng Ye, Tao Gui, Yichao Luo, Yige Xu, Qi Zhang.
      ONE2SET: Generating Diverse Keyphrases as a Set
      In Proceedings of The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) , August 2-4, 2021. [PDF]
    • Zongyi Li, Jianhan Xu, Jiehang Zeng, Linyang Li, Xiaoqing Zheng, Qi Zhang, Kai-Wei Chang and Cho-Jui Hsieh.
      In Proceedings of The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Nov. 7-11, 2021.
      Searching for an Effiective Defender: Benchmarking Defense against Adversarial Word Substitution [PDF]
    • Zichu Fei, Qi Zhang and Yaqian Zhou.
      Iterative GNN-based Decoder for Question Generation
      In Proceedings of The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Nov. 7-11, 2021. [PDF]
    • Yichao Luo, Yige Xu, Jiacheng Ye, Xipeng Qiu and Qi Zhang.
      Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning
      In Proceedings of The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Nov. 7-11, 2021. [PDF]
    • Jiacheng Ye, Ruijian Cai, Tao Gui and Qi Zhang.
      Heterogeneous Graph Neural Networks for Keyphrase Generation
      In Proceedings of The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Nov. 7-11, 2021. [PDF]
    • Zhengyan Li, Yicheng Zou, Chong Zhang, Qi Zhang and Zhongyu Wei.
      Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training
      In Proceedings of The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Nov. 7-11, 2021. [PDF]
    • Qinzhuo Wu, Qi Zhang and Zhongyu Wei
      An Edge-Enhanced Hierarchical Graph-to-Tree Network for Math Word Problem Solving
      In Proceedings of The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Nov. 7-11, 2021. [PDF]
    • Yicheng Zou, Bolin Zhu, Xingwu Hu, Tao Gui and Qi Zhang.
      In Proceedings of The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Nov. 7-11，2021
      Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining [PDF]
    • Yicheng Zou, Zhihua Liu, Xingwu Hu and Qi Zhang.
      Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems
      In Proceedings of The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Nov. 7-11 [PDF]
    • Tao Gui, Jiacheng Ye, Xiang Zhou, Xiaoqing Zheng and Qi Zhang.
      Uncertainty-Aware Sequence Labeling
      IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2021. [PDF]
    • Luo, Yichao and Xu, Yige and Ye, Jiacheng and Qiu, Xipeng and Zhang, Qi
      Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning
      Findings of the Association for Computational Linguistics: EMNLP 2021,NOV 497-507,2021. [PDF]
    • Ji, Tuo and Yan, Hang and Qiu, Xipeng
      Spell BERT: A Lightweight Pretrained Model for Chinese Spelling Check
      Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing（EMNLP2021），NOV 2544-2551,2021. [PDF]
    • Li, Linyang and Song, Demin and Li, Xiaonan and Zeng, Jiehang and Ma, Ruotian and Qiu, Xipeng
      Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning
      Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing,(EMNLP 2021),NOV 3023-3032,2021. [PDF]
    • Chen, Yiran and Liu, Pengfei and Qiu, Xipeng
      Are Factuality Checkers Reliable? Adversarial Meta-evaluation of Factuality in Summarization
      Findings of the Association for Computational Linguistics: EMNLP 2021,NOV 2082-2095,2021. [PDF]
    • Geng, Zhichao and Yan, Hang and Qiu, Xipeng and Huang, Xuanjing
      fast Han: A {BERT}-based Multi-Task Toolkit for Chinese NLP
      Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: System Demonstrations,(ACL 2021),AUG 99-106,2021. [PDF]
    • Yan, Hang and Gui, Tao and Dai, Junqi and Guo, Qipeng and Zhang, Zheng and Qiu, Xipeng
      A Unified Generative Framework for Various {NER} Subtasks
      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),(ACL 2021),AUG 5808-5822,2021. [PDF]
    • Yan, Hang and Dai, Junqi and Ji, Tuo and Qiu, Xipeng and Zhang, Zheng
      A Unified Generative Framework for Aspect-based Sentiment Analysis
      Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conferen(ACL 2021) Augustce on Natural Language Processing (Volume 1: Long Papers（ACL 2021）, AUG 2416-2429,2021. [PDF]
    • Liang, Jianze and Zhao, Chengqi and Wang, Mingxuan and Qiu, Xipeng and Li, Lei
      Finding Sparse Structures for Domain Specific Neural Machine Translation
      Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2021) MAY 13333-133342,2021. [PDF]
    • Dai, Junqi and Yan, Hang and Sun, Tianxiang and Liu, Pengfei and Qiu, Xipeng
      Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBER Ta
      Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies(NAACL 2021) JUN1816-1829,2021. [PDF]
    • An, Chenxin and Zhong, Ming and Chen, Yiran and Wang, Danqing and Qiu, Xipeng and Huang, Xuanjing
      Enhancing Scientific Papers Summarization with Citation Graph
      Proceedings of the AAAI Conference on Artificial Intelligence （AAAI 2021）MAY 12498-12506,2021. [PDF]
    • Li, Linyang and Qiu, Xipeng
      Token-Aware Virtual Adversarial Training in Natural Language Understanding
      Proceedings of the AAAI Conference on Artificial Intelligence（AAAI 2021）May 8410-8418， 2021. [PDF]
    • Tao Gui, Xiao Wang, Qi Zhang, et al. .
      TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
      In Proceedings of The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) Demo Track [PDF]

  • 2020

    • Lei Chen, Zhongyu Wei, Jing Li, Qi Zhang, Baohua Zhou, Xuanjing Huang.
      Modeling Evolution of Message Interaction for Rumor Resolution.
      In Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020), December 8-13, 2020. [PDF]
    • Minlong Peng and Qi Zhang.
      Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis.
      In Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020), December 8-13, 2020. [PDF]
    • Ruize Wang, Zhongyu Wei, Piji Li, Ying Cheng, Haijun Shan, Ji Zhang, Qi Zhang and Xuanjing Huang.
      Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication.
      In Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020), December 8-13, 2020. [PDF]
    • Qinzhuo Wu, Qi Zhang, Jinlan Fu, Xuanjing Huang.
      A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving.
      In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 16-20, 2020. [PDF]
    • Xiaoyu Xing, Zhijing Jin, Di Jin, Bingning Wang, Qi Zhang, and Xuanjing Huang.
      Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis.
      In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 16-20, 2020. [PDF]
    • Jinlan Fu, Pengfei Liu, Qi Zhang and Xuanjing Huang.
      RethinkCWS: Is Chinese Word Segmentation a Solved Task?
      In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 16-20, 2020. [PDF]
    • Siyuan Wang, Zhongyu Wei, Zhihao Fan, Zengfeng Huang, Weijian Sun, Qi Zhang and Xuanjing Huang.
      PathQG: Neural Question Generation from Facts.
      In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 16-20, 2020. [PDF]
    • Tao Gui, Jiacheng Ye, Qi Zhang, Zhengyan Li, Zichu Fei, Yeyun Gong and Xuanjing Huang.
      Uncertainty-Aware Label Refinement for Sequence Labeling.
      In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 16-20, 2020. [PDF]
    • Ruotian Ma, Minlong Peng, Qi Zhang, Zhongyu Wei, Xuanjing Huang.
      Simplify the Usage of Lexicon in Chinese NER.
      Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. [PDF]
    • Yi Zhou, Xiaoqing Zheng, Cho-Jui Hsieh, Kaiwei Chang, Xuanjing Huang.
      Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble.
      arXiv preprint arXiv:2006.11627. [PDF]
    • Tao Gui, Jiacheng Ye, Qi Zhang, Yaqian Zhou, Yeyun Gong, Xuanjing Huang.
      Leveraging Document-Level Label Consistency for Named Entity Recognition.
      In Proceedings of the 2020 International Joint Conference on Artificial Intelligence (IJCAI 2020), July 11–17, 2020, Yokohama, Kanagawa, Japan. [PDF]
    • Yi Zhou, Xiaoqing Zheng, Xuanjing Huang.
      Chinese Named Entity Recognition Augmented with Lexicon Memory.
      ACL 2020. [PDF]
    • Tao Gui, Lizhi Qing, Qi Zhang, Jiacheng Ye, Zichu Fei, Xuanjing Huang.
      Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K-means Features.
      AAAI 2020. [PDF]
    • Tianxiang Sun, Yunfan Shao, Xiaonan Li, Pengfei Liu, Hang Yan, Xipeng Qiu, Xuanjing Huang.
      Learning sparse sharing architectures for multiple tasks.
      AAAI 2020. [PDF]
    • Ruize Wang, Duyu Tang, Nan Duan, Wanjun Zhong, Zhongyu Wei, Xuanjing Huang, Daxin Jiang, Ming Zhou.
      Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection.
      arXiv preprint arXiv:2004.14201. [PDF]
    • Kangenbei Liao, Qianlong Liu, Zhongyu Wei, Baolin Peng, Qin Chen, Weijian Sun, Xuanjing Huang.
      Task-oriented Dialogue System for Automatic Disease Diagnosis via Hierarchical Reinforcement Learning.
      In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), volume 2. [PDF]
    • Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu, Xuanjing Huang.
      Heterogeneous Graph Neural Networks for Extractive Document Summarization.
      ACL 2020. [PDF]
    • Xiaonan Li, Hang Yan, Xipeng Qiu, Xuanjing Huang.
      FLAT: Chinese NER Using Flat-Lattice Transformer.
      ACL 2020. [PDF]
    • Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang.
      Extractive Summarization as Text Matching.
      ACL 2020. [PDF]
    • Zhen Ke, Liang Shi, Erli Meng, Bin Wang, Xipeng Qiu, Xuanjing Huang.
      Unified Multi-Criteria Chinese Word Segmentation with BERT.
      arXiv preprint arXiv:2004.05808. [PDF]
    • Ruize Wang, Zhongyu Wei, Piji Li, Qi Zhang, Xuanjing Huang.
      Storytelling from an Image Stream Using Scene Graphs.
      AAAI. [PDF]
    • Xipeng Qiu, Tianxiang Sun, Yige Xu, Yunfan Shao, Ning Dai, Xuanjing Huang.
      Pre-trained models for natural language processing: A survey.
      SCIENCE CHINA Technological Sciences. [PDF]
    • Yige Xu, Xipeng Qiu, Ligao Zhou, Xuanjing Huang.
      Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation.
      arXiv preprint arXiv:2002.10345. [PDF]
    • Ruize Wang, Duyu Tang, Nan Duan, Zhongyu Wei, Xuanjing Huang, Cuihong Cao, Daxin Jiang, Ming Zhou.
      K-adapter: Infusing knowledge into pre-trained models with adapters.
      arXiv preprint arXiv:2002.01808. [PDF]
    • Jinlan Fu, Yi Li, Qi Zhang, Qinzhuo Wu, Renfeng Ma, Xuanjing Huang, Yugang Jiang.
      Recurrent Memory Reasoning Network for Expert Finding in Community Question Answering.
      Proceedings of the 13th International Conference on Web Search and Data Mining. [PDF]
    • Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang.
      Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study.
      AAAI. [PDF]
    • Hang Yan, Xipeng Qiu, Xuanjing Huang.
      A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing.
      Transactions of the Association for Computational Linguistics. [PDF]

  • 2019

    • Ruize Wang, Zhongyu Wei, Piji Li, Haijun Shan, Ji Zhang, Qi Zhang, Xuanjing Huang.
      Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication.
      IEEE Transactions on Audio, Speech, and Language Processing, 2019. [PDF]
    • Xiaoyu Liu, Shunda Pan, Qi Zhang, Yugang Jiang, Xuanjing Huang.
      Reformulating natural language queries using sequence-to-sequence models.
      Sci. China Inf. Sci. [PDF]
    • Lu Ji, Zhongyu Wei, Jing Li, Qi Zhang, Xuanjing Huang.
      Discrete Argument Representation Learning for Interactive Argument Pair Identification.
      IEEE Transactions on Audio, Speech, and Language Processing, 2019. [PDF]
    • Jinlan Fu, Qi Zhang, Jifan Chen, Minlong Peng, Tao Gui, Xipeng Qiu, Xuanjing Huang.
      Implicit discourse relation detection using concatenated word embeddings and a gated relevance network.
      Science China Information Sciences. [PDF]
    • Ruiyong Sun, Yijia Zhao, Qi Zhang, Keyu Ding, Shijin Wang, and Wei Cui.
      A Neural Semantic Parser for Math Problems Incorporating Multi-Sentence Information.
      ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) 18, no. 4 (2019): 37. [PDF]
    • Tao Gui, Yicheng Zou, Qi Zhang, Minlong Peng, Jinlan Fu, Zhongyu Wei, Xuanjing Huang.
      A lexicon-based graph neural network for chinese ner.
      Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). [PDF]
    • Di Liang, Fubao Zhang, Qi Zhang, Xuanjing Huang.
      Asynchronous Deep Interaction Network for Natural Language Inference.
      Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). [PDF]
    • Tao Gui, Qi Zhang, Liang Zhu, Xu Zhou, Minlong Peng, Xuanjing Huang.
      Depression Detection on Social Media with Reinforcement Learning.
      China National Conference on Chinese Computational Linguistics. [PDF]
    • Chi Sun, Xipeng Qiu, Yige Xu, Xuanjing Huang.
      How to fine-tune bert for text classification?.
      China National Conference on Chinese Computational Linguistics. [PDF]
    • Tao Gui, Liang Zhu, Qi Zhang, Minlong Peng, Xu Zhou, Keyu Ding, Zhigang Chen.
      Cooperative Multimodal Approach to Depression Detection in Twitter.
      In Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), January 27- February 1, 2019, Honolulu, Hawaii, USA. [PDF]
    • Minlong Peng, Qiyuan Bian, Qi Zhang, Tao Gui, Jinlan Fu, Lanjun Zeng, Xuanjing Huang.
      Model the Long-Term Post History for Hashtag Recommendation.
      CCF International Conference on Natural Language Processing and Chinese Computing. [PDF]
    • Lujun Zhao, Xipeng Qiu, Qi Zhang, Xuanjing Huang.
      Sequence Labeling With Deep Gated Dual Path CNN.
      IEEE/ACM Transactions on Audio, Speech, and Language Processing. [PDF]
    • Ming Zhong, Danqing Wang, Pengfei Liu, Xipeng Qiu, Xuanjing Huang.
      A closer look at data bias in neural extractive summarization models.
      EMNLP 2019. [PDF]
    • Jinlan Fu, Pengfei Liu, Xuanjing Huang.
      Towards Interpretable Evaluations: A Case Study of Named Entity Recognition.
      ICLR 2020 [PDF]
    • Minlong Peng, Jun Zhao, Qi Zhang, Tao Gui, Xuanjing Huang, Jinlan Fu.
      Mining User Profiles from Query Log.
      China Conference on Information Retrieval. [PDF]
    • Minlong Peng, Qi Zhang, Xuanjing Huang.
      Weighed domain-invariant representation learning for cross-domain sentiment analysis.
      arXiv preprint arXiv:1909.08167. [PDF]
    • Danqing Wang, Pengfei Liu, Ming Zhong, Jie Fu, Xipeng Qiu, Xuanjing Huang.
      Exploring domain shift in extractive text summarization.
      arXiv preprint arXiv:1908.11664. [PDF]
    • Luyao Huang, Chi Sun, Xipeng Qiu, Xuanjing Huang.
      GlossBERT: BERT for word sense disambiguation with gloss knowledge.
      EMNLP-IJCNLP. [PDF]
    • Qianlong Liu, Baoliang Cui, Zhongyu Wei, Baolin Peng, Haikuan Huang, Hongbo Deng, Jianye Hao, Xuanjing Huang, Kam-Fai Wong.
      Building Personalized Simulator for Interactive Search.
      IJCAI. [PDF]
    • Tao Gui, Ruotian Ma, Qi Zhang, Lujun Zhao, Yugang Jiang, Xuanjing Huang.
      CNN-Based Chinese NER with Lexicon Rethinking.
      IJCAI. [PDF]
    • Renfeng Ma, Xipeng Qiu, Qi Zhang, Xiangkun Hu, Yugang Jiang, Xuanjing Huang.
      Co-attention Memory Network for Multimodal Microblog's Hashtag Recommendation.
      IEEE Transactions on Knowledge and Data Engineering. [PDF]
    • Lin Zehui, Pengfei Liu, Luyao Huang, Jie Fu, Junkun Chen, Xipeng Qiu, Xuanjing Huang.
      DropAttention: A Regularization Method for Fully-Connected Self-Attention Networks.
      arXiv preprint arXiv:1907.11065. [PDF]
    • Tao Gui, Peng Liu, Qi Zhang, Liang Zhu, Minlong Peng, Yunhua Zhou, Xuanjing Huang.
      Mention recommendation in Twitter with cooperative multi-agent reinforcement learning.
      Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. [PDF]
    • Di Liang, Fubao Zhang, Weidong Zhang, Qi Zhang, Jinlan Fu, Minlong Peng, Tao Gui, Xuanjing Huang.
      Adaptive multi-attention network incorporating answer information for duplicate question detection.
      Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. [PDF]
    • Renfeng Ma, Xiangkun Hu, Qi Zhang, Xuanjing Huang, Yugang Jiang.
      Hot Topic-Aware Retweet Prediction with Masked Self-attentive Model.
      Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. [PDF]
    • Minlong Peng, Qi Zhang, Xiaoyu Xing, Tao Gui, Xuanjing Huang, Yugang Jiang, Keyu Ding, Zhigang Chen.
      Trainable undersampling for class-imbalance learning.
      Proceedings of the AAAI Conference on Artificial Intelligence. [PDF]
    • Tao Gui, Qi Zhang, Lujun Zhao, Yaosong Lin, Minlong Peng, Jingjing Gong, Xuanjing Huang.
      Long short-term memory with dynamic skip connections.
      Proceedings of the AAAI Conference on Artificial Intelligence. [PDF]
    • Pengfei Liu, Shuaichen Chang, Xuanjing Huang, Jian Tang, Jackie Chi Kit Cheung.
      Contextualized non-local neural networks for sequence learning.
      Proceedings of the AAAI Conference on Artificial Intelligence. [PDF]
    • Siyuan Wang, Zhongyu Wei, Zhihao Fan, Yang Liu, Xuanjing Huang.
      A multi-agent communication framework for question-worthy phrase extraction and question generation.
      Proceedings of the AAAI Conference on Artificial Intelligence. [PDF]
    • Ming Zhong, Pengfei Liu, Danqing Wang, Xipeng Qiu, Xuanjing Huang.
      Searching for Effective Neural Extractive Summarization: What Works and What's Next.
      ACL 2019(oral). [PDF]
    • Zhenqiao Song, Xiaoqing Zheng, Lu Liu, Mu Xu, Xuanjing Huang.
      Generating responses with a specific emotion in dialog.
      Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. [PDF]
    • Zhihao Fan, Zhongyu Wei, Siyuan Wang, Xuanjing Huang.
      Bridging by word: Image grounded vocabulary construction for visual captioning.
      Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. [PDF]
    • Xipeng Qiu, Hengzhi Pei, Hang Yan, Xuanjing Huang.
      Multi-Criteria Chinese Word Segmentation with Transformer.
      arXiv preprint arXiv:1906.12035. [PDF]
    • Minlong Peng, Xiaoyu Xing, Qi Zhang, Jinlan Fu, Xuanjing Huang.
      Distantly supervised named entity recognition using positive-unlabeled learning.
      ACL 2019. [PDF]
    • Minlong Peng, Qi Zhang, Xiaoyu Xing, Tao Gui, Jinlan Fu, Xuanjing Huang.
      Learning task-specific representation for novel words in sequence labeling.
      IJCAL 2019. [PDF]
    • Ning Dai, Jianze Liang, Xipeng Qiu, Xuanjing Huang.
      Style transformer: Unpaired text style transfer without disentangled latent representation.
      ACL 2019. [PDF]
    • Lujun Zhao, Kaisong Song, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu.
      Review Response Generation in E-Commerce Platforms with External Product Information.
      The World Wide Web Conference. [PDF]
    • Chi Sun, Luyao Huang, Xipeng Qiu.
      Utilizing BERT for aspect-based sentiment analysis via constructing auxiliary sentence.
      NAACL 2019. [PDF]
    • Chi Sun, Xipeng Qiu, Xuanjing Huang.
      Vcwe: Visual character-enhanced word embeddings.
      NAACL. [PDF]
    • Zehui Lin, Pengfei Liu, Luyao Huang, Junkun Chen, Xipeng Qiu, Xuanjing Huang.
      DropAttention: A Regularization Method for Fully-Connected Self-Attention Networks.
      CoRR. [PDF]
    • Hang Yan, Xipeng Qiu, Xuanjing Huang.
      A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing.
      TACL 2020. [PDF]

  • 2018

    • Yunfan Gu, Zhongyu Wei, Maoran Xu, Hao Fu, Yang Liu, Xuanjing Huang.
      Incorporating topic aspects for online comment convincingness evaluation.
      Proceedings of the 5th Workshop on Argument Mining. [PDF]
    • Pengfei Liu, Xuanjing Huang.
      Meta-learning multi-task communication.
      16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-20). [PDF]
    • Yingmei Chen, Zhongyu Wei, Xuanjing Huang.
      Incorporating corporation relationship via graph convolutional neural networks for stock price prediction.
      Proceedings of the 27th ACM International Conference on Information and Knowledge Management. [PDF]
    • Xiaoyu Liu, Shunda Pan, Qi Zhang, Yugang Jiang, Xuanjing Huang.
      Generating keyword queries for natural language queries to alleviate lexical chasm problem.
      Proceedings of the 27th ACM International Conference on Information and Knowledge Management. [PDF]
    • Shuyang Cao, Xipeng Qiu, Xuanjing Huang.
      Deformable Stacked Structure for Named Entity Recognition.
      arXiv preprint arXiv:1809.08730. [PDF]
    • Junkun Chen, Kaiyu Chen, Xinchi Chen, Xipeng Qiu, Xuanjing Huang.
      Exploring shared structures and hierarchies for multiple nlp tasks.
      arXiv preprint arXiv:1808.07658. [PDF]
    • Chi Sun, Hang Yan, Xipeng Qiu, Xuanjing Huang.
      Gaussian word embedding with a wasserstein distance loss.
      arXiv preprint arXiv:1808.07016. [PDF]
    • Zhihao Fan, Zhongyu Wei, Siyuan Wang, Yang Liu, Xuanjing Huang.
      A reinforcement learning framework for natural question generation using bi-discriminators.
      Proceedings of the 27th International Conference on Computational Linguistics. [PDF]
    • Lu Ji, Zhongyu Wei, Xiangkun Hu, Yang Liu, Qi Zhang, Xuanjing Huang.
      Incorporating argument-level interactions for persuasion comments evaluation using co-attention model.
      Proceedings of the 27th International Conference on Computational Linguistics. [PDF]
    • Yicheng Zou, Tao Gui, Qi Zhang, Xuanjing Huang.
      A lexicon-based supervised attention model for neural sentiment analysis.
      Proceedings of the 27th International Conference on Computational Linguistics. [PDF]
    • Zhihao Fan, Zhongyu Wei, Piji Li, Yanyan Lan, Xuanjing Huang.
      A Question Type Driven Framework to Diversify Visual Question Generation.
      IJCAI. [PDF]
    • Zhongyu Wei, Qianlong Liu, Baolin Peng, Huaixiao Tou, Ting Chen, Xuanjing Huang, Kam-Fai Wong, Xiang Dai.
      Task-oriented dialogue system for automatic diagnosis.
      Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). [PDF]
    • Minlong Peng, Qi Zhang, Yugang Jiang, Xuanjing Huang.
      Cross-domain sentiment classification with target domain specific information.
      Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). [PDF]
    • Renfeng Ma, Qi Zhang, Jiawen Wang, Lizhen Cui, Xuanjing Huang.
      Mention recommendation for multimodal microblog with cross-attention memory network.
      The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval. [PDF]
    • Qi Zhang, Xiaoyu Liu, Jinlan Fu.
      Neural Networks Incorporating Dictionaries for Chinese Word Segmentation.
      In Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), February 2–7, 2018, New Orleans, USA. [PDF]
    • Jingjing Gong, Xipeng Qiu, Shaojing Wang, Xuanjing Huang.
      Information aggregation via dynamic routing for sequence encoding.
      COLING 2018. [PDF]
    • Zhan Shi, Xinchi Chen, Xipeng Qiu, Xuanjing Huang.
      Toward diverse text generation with inverse reinforcement learning.
      IJCAI 2018. [PDF]
    • Junkun Chen, Xipeng Qiu, Pengfei Liu, Xuanjing Huang.
      Meta multi-task learning for sequence modeling.
      AAAI 2018. [PDF]
    • Jinyue Su, Jiacheng Xu, Xipeng Qiu, Xuanjing Huang.
      Incorporating discriminator in sentence generation: a gibbs sampling method.
      In The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), 2018. [PDF]
    • Qi Zhang, Jinlan Fu, Xiaoyu Liu, Xuanjing Huang.
      Adaptive Co-attention Network for Named Entity Recognition in Tweets.
      AAAI. [PDF]
    • Yeyun Gong, Qi Zhang, Xuanjing Huang.
      Hashtag recommendation for multimodal microblog posts.
      Neurocomputing. [PDF]
    • Xiaoyu Liu, Shunda Pan, Qi Zhang, Yugang Jiang, Xuanjing Huang.
      Generating Keyword Queries for Natural Language Queries to Alleviate Lexical Chasm Problem.
      CIKM. [PDF]
    • Ya Guo, YY Gong, Qi Zhang, XJ Huang.
      Retweet behavior prediction using topic model.
      J. Chin. Inf. Process. [PDF]
    • Yucheng Wang, Zhongyu Wei, Yaqian Zhou, Xuanjing Huang.
      Automatic essay scoring incorporating rating schema via reinforcement learning.
      Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. [PDF]
    • Jingjing Gong, Xipeng Qiu, Xinchi Chen, Dong Liang, Xuanjing Huang.
      Convolutional interaction network for natural language inference.
      Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. [PDF]
    • Tao Gui, Qi Zhang, Jingjing Gong, Minlong Peng, Di Liang, Keyu Ding, Xuanjing Huang.
      Transferring from formal newswire domain with hypernet for twitter POS tagging.
      Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. [PDF]

  • 2017

    • Jin Qian, Yeyun Gong, Qi Zhang, Xuanjing Huang.
      Hierarchical Dirichlet Processes with Social Influence.
      National CCF Conference on Natural Language Processing and Chinese Computing. [PDF]
    • Zhan Shi, Xinchi Chen, Xipeng Qiu, Xuanjing Huang.
      Hyper-gated recurrent neural networks for Chinese word segmentation.
      National CCF Conference on Natural Language Processing and Chinese Computing. [PDF]
    • Xipeng Qiu, Jingjing Gong, Xuanjing Huang.
      Overview of the nlpcc 2017 shared task: Chinese news headline categorization.
      National CCF Conference on Natural Language Processing and Chinese Computing. [PDF]
    • Nuo Qun, Xing Li, Xipeng Qiu, Xuanjing Huang.
      End-to-end neural text classification for tibetan.
      Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data. [PDF]
    • Pengfei Liu, Kaiyu Qian, Xipeng Qiu, Xuanjing Huang.
      Idiom-aware compositional distributed semantics.
      Proceedings of the 2017 conference on empirical methods in natural language processing. [PDF]
    • Tao Gui, Qi Zhang, Haoran Huang, Minlong Peng, Xuanjing Huang.
      Part-of-speech tagging for twitter with adversarial neural networks.
      Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing. [PDF]
    • Pengfei Liu, Xipeng Qiu, Xuanjing Huang.
      Adaptive Semantic Compositionality for Sentence Modelling.
      IJCAI. [PDF]
    • Qi Zhang, Jiawen Wang, Haoran Huang, Xuanjing Huang, Yeyun Gong.
      Hashtag Recommendation for Multimodal Microblog Using Co-Attention Network.
      IJCAI. [PDF]
    • Haoran Huang, Qi Zhang, Xuanjing Huang, Haoran Huang, Qi Zhang, Xuanjing Huang.
      Mention Recommendation for Twitter with End-to-end Memory Network.
      IJCAI. [PDF]
    • Haoran Huang, Qi Zhang, Jindou Wu, Xuanjing Huang.
      Predicting which topics you will join in the future on social media.
      Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. [PDF]
    • Xinchi Chen, Zhan Shi, Xipeng Qiu, Xuanjing Huang.
      Dag-based long short-term memory for neural word segmentation.
      arXiv preprint arXiv:1707.00248. [PDF]
    • Pengfei Liu, Xipeng Qiu, Xuanjing Huang.
      Dynamic compositional neural networks over tree structure.
      IJCAI 2017. [PDF]
    • Xinchi Chen, Zhan Shi, Xipeng Qiu, Xuanjing Huang.
      Adversarial multi-criteria learning for chinese word segmentation.
      ACL 2017. [PDF]
    • Pengfei Liu, Xipeng Qiu, Xuanjing Huang.
      Adversarial multi-task learning for text classification.
      ACM MM 2020. [PDF]
    • Changzhi Sun, YuanbinWu, Man Lan, Shiliang Sun, Qi Zhang.
      Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network.
      The 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2017), April 3-7, 2017,Valencia, Spain. [PDF]
    • Yuanbin Wu, Man Lan, Shiliang Sun, Qi Zhang, Xuanjing Huang.
      A learning error analysis for structured prediction with approximate inference.
      Advances In Neural Information Processing Systems. [PDF]
    • Yeyun Gong, Qi Zhang, Xiaoying Han, Xuanjing Huang.
      Phrase-based hashtag recommendation for microblog posts.
      Science China Information Sciences. [PDF]

  • 2016

    • Yatian Shen, Jifan Chen, Xuanjing Huang.
      Bidirectional long short-term memory with gated relevance network for paraphrase identification.
      Natural Language Understanding and Intelligent Applications. [PDF]
    • Jian Fu, Xipeng Qiu, Xuanjing Huang.
      Convolutional deep neural networks for document-based question answering.
      Natural Language Understanding and Intelligent Applications. [PDF]
    • Yeyun Gong, Qi Zhang.
      Hashtag Recommendation using Attention-based Convolutional Neural Network.
      In Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI 2016), July 9-15, 2016, New York City, USA. [PDF]
    • Haoran Huang, Qi Zhang, Yeyun Gong, Xuanjing Huang.
      Hashtag recommendation using end-to-end memory networks with hierarchical attention.
      Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers. [PDF]
    • Yatian Shen, Xuanjing Huang.
      Attention-based convolutional neural network for semantic relation extraction.
      Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers. [PDF]
    • Jiacheng Xu, Kan Chen, Xipeng Qiu, Xuanjing Huang.
      Knowledge graph representation with jointly structural and textual encoding.
      IJCAI 2017. [PDF]
    • Xinchi Chen, Xipeng Qiu, Xuanjing Huang.
      A feature-enriched neural model for joint Chinese word segmentation and part-of-speech tagging.
      IJCAI 2017. [PDF]
    • Jingjing Gong, Xinchi Chen, Xipeng Qiu, Xuanjing Huang.
      End-to-end neural sentence ordering using pointer network.
      arXiv preprint arXiv:1611.04953. [PDF]
    • Qi Zhang, Jin Qian, Ya Guo, Yaqian Zhou, Xuanjing Huang.
      Generating Abbreviations for Chinese Named Entities Using Recurrent Neural Network with Dynamic Dictionary.
      Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing. [PDF]
    • Qi Zhang, Yang Wang, Jin Qian, Xuanjing Huang.
      A mixed generative-discriminative based hashing method.
      IEEE Transactions on Knowledge and Data Engineering. [PDF]
    • Peng Qian, Xipeng Qiu, Xuanjing Huang.
      Analyzing linguistic knowledge in sequential model of sentence.
      Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing. [PDF]
    • Qi Zhang, Yang Wang, Yeyun Gong, Xuanjing Huang.
      Keyphrase extraction using deep recurrent neural networks on twitter.
      Proceedings of the 2016 conference on empirical methods in natural language processing. [PDF]
    • Qi Zhang, Yeyun Gong, Jindou Wu, Haoran Huang, Xuanjing Huang.
      Retweet prediction with attention-based deep neural network.
      Proceedings of the 25th ACM international on conference on information and knowledge management. [PDF]
    • Jifan Chen, Qi Zhang, Xuanjing Huang.
      Incorporate group information to enhance network embedding.
      Proceedings of the 25th ACM International on Conference on Information and Knowledge Management. [PDF]
    • Pengfei Liu, Xipeng Qiu, Xuanjing Huang.
      Deep multi-task learning with shared memory.
      EMNLP 2016. [PDF]
    • Jifan Chen, Kan Chen, Xipeng Qiu, Qi Zhang, Xuanjing Huang, Zheng Zhang.
      Learning word embeddings from intrinsic and extrinsic views.
      arXiv preprint arXiv:1608.05852. [PDF]
    • Peng Qian, Xipeng Qiu, Xuanjing Huang.
      A new psychometric-inspired evaluation metric for Chinese word segmentation.
      Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). [PDF]
    • Jifan Chen, Qi Zhang, Pengfei Liu, Xipeng Qiu, Xuanjing Huang.
      Implicit discourse relation detection via a deep architecture with gated relevance network.
      Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). [PDF]
    • Peng Qian, Xipeng Qiu, Xuanjing Huang.
      Investigating language universal and specific properties in word embeddings.
      Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). [PDF]
    • Pengfei Liu, Xipeng Qiu, Jifan Chen, Xuanjing Huang.
      Deep fusion lstms for text semantic matching.
      Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). [PDF]
    • Xinchi Chen, Xipeng Qiu, Xuanjing Huang.
      Neural sentence ordering.
      arXiv preprint arXiv:1607.06952. [PDF]
    • PengFei Liu, Xipeng Qiu, Xuanjing Huang.
      Syntax-based attention model for natural language inference.
      arXiv preprint arXiv:1607.06556. [PDF]
    • Pengfei Liu, Xipeng Qiu, Xuanjing Huang.
      Modelling interaction of sentence pair with coupled-lstms.
      EMNLP 2016. [PDF]
    • Pengfei Liu, Xipeng Qiu, Xuanjing Huang.
      Recurrent neural network for text classification with multi-task learning.
      IJCAI 2016. [PDF]
    • Peng Qian, Xipeng Qiu, Xuanjing Huang.
      Bridging lstm architecture and the neural dynamics during reading.
      IJCAI 2016. [PDF]
    • Jifan Chen, Qi Zhang, Pengfei Liu, Xuanjing Huang.
      Discourse Relations Detection via a Mixed Generative-Discriminative Framework.
      AAAI. [PDF]
    • Xinchi Chen, Xipeng Qiu, Xuanjing Huang.
      A long dependency aware deep architecture for joint Chinese word segmentation and POS tagging.
      arXiv preprint arXiv:1611.05384. [PDF]

  • 2015

    • Xinchi Chen, Xipeng Qiu, Jingxiang Jiang, Xuanjing Huang.
      Gaussian mixture embeddings for multiple word prototypes.
      arXiv preprint arXiv:1511.06246. [PDF]
    • Juan Xu, Qi Zhang, Xuanjing Huang.
      Personalized hashtag suggestion for microblogs.
      Chinese National Conference on Social Media Processing. [PDF]
    • Yeyun Gong, Qi Zhang, Xuyang Sun, Xuanjing Huang.
      Who Will You"@"?.
      Proceedings of the 24th ACM international on conference on information and knowledge management. [PDF]
    • Chenxi Zhu, Xipeng Qiu, Xuanjing Huang.
      Transition-Based Dependency Parsing with Long Distance Collocations.
      Natural Language Processing and Chinese Computing. [PDF]
    • Xipeng Qiu, Peng Qian, Liusong Yin, Shiyu Wu, Xuanjing Huang.
      Overview of the NLPCC 2015 shared task: Chinese word segmentation and POS tagging for micro-blog texts.
      Natural Language Processing and Chinese Computing. [PDF]
    • Xinchi Chen, Yaqian Zhou, Chenxi Zhu, Xipeng Qiu, Xuanjing Huang.
      Transition-based dependency parsing using two heterogeneous gated recursive neural networks.
      Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing. [PDF]
    • Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Shiyu Wu, Xuanjing Huang.
      Sentence modeling with gated recursive neural network.
      Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing. [PDF]
    • Yeyun Gong, Qi Zhang, Xuanjing Huang.
      Hashtag recommendation using dirichlet process mixture models incorporating types of hashtags.
      Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing. [PDF]
    • Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Pengfei Liu, Xuanjing Huang.
      Long short-term memory neural networks for chinese word segmentation.
      Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing. [PDF]
    • Pengfei Liu, Xipeng Qiu, Xinchi Chen, Shiyu Wu, Xuanjing Huang.
      Multi-timescale long short-term memory neural network for modelling sentences and documents.
      Proceedings of the 2015 conference on empirical methods in natural language processing. [PDF]
    • Pengfei Liu, Xipeng Qiu, Xuanjing Huang.
      Learning Context-Sensitive Word Embeddings with Neural Tensor Skip-Gram Model.
      IJCAI. [PDF]
    • Xipeng Qiu, Xuanjing Huang.
      Convolutional neural tensor network architecture for community-based question answering.
      Twenty-Fourth international joint conference on artificial intelligence. [PDF]
    • Chenxi Zhu, Xipeng Qiu, Xinchi Chen, Xuanjing Huang.
      A re-ranking model for dependency parser with recursive convolutional neural network.
      ACL 2015. [PDF]
    • Qi Zhang, Yeyun Gong, Ya Guo, Xuanjing Huang.
      Retweet behavior prediction using hierarchical dirichlet process.
      AAAI. [PDF]
    • Shiyu Wu, Xipeng Qiu, Xuanjing Huang, Junkuo Cao.
      Learning to Rank Answers for Definitional Question Answering.
      Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data. [PDF]

  • 2014

    • Qi Zhang, Huan Chen, Xuanjing Huang.
      Chinese-English mixed text normalization.
      Proceedings of the 7th ACM international conference on Web search and data mining. [PDF]
    • Longhui Zhang, Lei Li, Tao Li, Qi Zhang.
      PatentLine: Analyzing Technology Evolution on Multi-View Patent Graphs.
      In Proceedings of the 37th Annual SIGIR Conference (SIGIR 2014), July 6-11, 2014, Gold Coast, Queensland, Australia. [PDF]
    • Yun Zhao, Qinen Zhu, Cheng Jin, Yuejie Zhang, Xuanjing Huang, Tao Zhang.
      Chinese-English OOV Term Translation with Web Mining, Multiple Feature Fusion and Supervised Learning.
      Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data. [PDF]
    • Chenxi Zhu, Xipeng Qiu, Xuanjing Huang.
      Improving Multi-pass Transition-Based Dependency Parsing Using Enhanced Shift Actions.
      Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data. [PDF]
    • Yong Cheng, Wenhui Mao, Cheng Jin, Yuejie Zhang, Xuanjing Huang, Tao Zhang.
      Learning tag relevance by context analysis for social image retrieval.
      Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data. [PDF]
    • Chaochao Huang, Xipeng Qiu, Xuanjing Huang.
      Text classification with document embeddings.
      Proceedings of The Third CIPS-SIGHAN Joint Conference on Chinese Language Processing. [PDF]
    • Yatian Shen, Xuanjing Huang.
      Bilingual Product Name Dictionary Construction Using a Two Stage Method.
      Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers. [PDF]
    • Yeyun Gong, Yaqian Zhou, Ya Guo, Qi Zhang, Xuanjing Huang.
      A Generative Model for Identifying Target Companies of Microblogs.
      Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers. [PDF]
    • Qi Zhang, Yeyun Gong, Xuyang Sun, Xuanjing Huang.
      Time-aware personalized hashtag recommendation on social media.
      Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers. [PDF]
    • Xipeng Qiu, ChaoChao Huang, Xuanjing Huang.
      Automatic corpus expansion for Chinese word segmentation by exploiting the redundancy of web information.
      Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval. [PDF]
    • Qi Zhang, Jihua Kang, Jin Qian, Xuanjing Huang.
      Continuous word embeddings for detecting local text reuses at the semantic level.
      Proceedings of the 7th ACM international conference on Web search and data mining. [PDF]

  • 2013

    • Yaqian Zhou, Qi Zhang, Xuanjing Huang, Lide Wu.
      A pattern-based selective recrawling approach for object-level vertical search.
      Proceedings of the 22nd ACM international conference on Information & Knowledge Management. [PDF]
    • Qi Zhang, Jihua Kang, Yeyun Gong, Huan Chen, Yaqian Zhou, Xuanjing Huang.
      Map search via a factor graph model.
      Proceedings of the 22nd ACM international conference on Information & Knowledge Management. [PDF]
    • Le Tian, Xipeng Qiu, Xuanjing Huang.
      Chinese word segmentation with character abstraction.
      Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data. [PDF]
    • Jiayi Zhao, Xipeng Qiu, Zhao Liu, Xuanjing Huang.
      Online distributed passive-aggressive algorithm for structured learning.
      Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data. [PDF]
    • Zhuoye Ding, Yeyun Gong, Yaqian Zhou, Qi Zhang, Xuanjing Huang.
      Detecting spammers in community question answering.
      Proceedings of the Sixth International Joint Conference on Natural Language Processing. [PDF]
    • Qi Zhang, Jin Qian, Huan Chen, Jihua Kang, Xuanjing Huang.
      Discourse level explanatory relation extraction from product reviews using first-order logic.
      Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing. [PDF]
    • Juan Xu, Qi Zhang, Xuanjing Huang.
      Understanding the semantic intent of natural language query.
      Proceedings of the Sixth International Joint Conference on Natural Language Processing. [PDF]
    • Huan Chen, Qi Zhang, Jin Qian, Xuanjing Huang.
      Chinese named entity abbreviation generation using first-order logic.
      Proceedings of the Sixth International Joint Conference on Natural Language Processing. [PDF]
    • Xipeng Qiu, Jiayi Zhao, Xuanjing Huang.
      Joint Chinese word segmentation and POS tagging on heterogeneous annotated corpora with multiple task learning.
      Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing. [PDF]
    • Jiayi Zhao, Xipeng Qiu, Xuanjing Huang.
      A unified model for joint chinese word segmentation and pos tagging with heterogeneous annotation corpora.
      2013 International Conference on Asian Language Processing. [PDF]
    • Le Tian, Xipeng Qiu, Xuanjing Huang.
      Feature Abstraction for Lightweight and Accurate Chinese Word Segmentation.
      2013 International Conference on Asian Language Processing. [PDF]
    • Xipeng Qiu, Qi Zhang, Xuanjing Huang.
      Fudannlp: A toolkit for chinese natural language processing.
      Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics: System Demonstrations. [PDF]
    • Xipeng Qiu, Le Tian, Xuanjing Huang.
      Latent semantic tensor indexing for community-based question answering.
      Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). [PDF]
    • Le Tian, Xipeng Qiu, Xuanjing Huang.
      Question identification in Chinese micro-texts.
      2013 International Conference on Machine Learning and Cybernetics. [PDF]
    • Zhuoye Ding, Xipeng Qiu, Qi Zhang, Xuanjing Huang.
      Learning topical translation model for microblog hashtag suggestion.
      Twenty-third international joint conference on artificial intelligence. [PDF]
    • Hao Ye, Xuanjing Huang, Juyang Weng.
      Neural Modulation for Reinforcement Learning in Developmental Networks Facing an Exponential No. of States.
      BMI. [PDF]

  • 2012

    • Zhuoye Ding, Qi Zhang, Xuanjing Huang.
      Automatic hashtag recommendation for microblogs using topic-specific translation model.
      Proceedings of COLING 2012: Posters. [PDF]
    • Xipeng Qiu, Feng Ji, Jiayi Zhao, Xuanjing Huang.
      Joint segmentation and tagging with coupled sequences labeling.
      Proceedings of COLING 2012: Posters. [PDF]
    • Xipeng Qiu, Ling Cao, Zhao Liu, Xuanjing Huang.
      Recognizing Inference in Texts with Markov Logic Networks.
      ACM Transactions on Asian Language Information Processing (TALIP). [PDF]
    • Qi Zhang, Yan Wu, Xuanjing Huang.
      Selecting expansion terms as a set via integer linear programming.
      Proceedings of the 21st ACM international conference on Information and knowledge management. [PDF]
    • Zhao Liu, Xipeng Qiu, Ling Cao, Xuanjing Huang.
      Discovering logical knowledge for deep question answering.
      Proceedings of the 21st ACM international conference on Information and knowledge management. [PDF]
    • Qi Zhang, Yan Wu, Zhuoye Ding, Xuanjing Huang.
      Learning hash codes for efficient content reuse detection.
      Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval. [PDF]
    • Jiayi Zhao, Xipeng Qiu, Shu Zhang, Feng Ji, Xuanjing Huang.
      Part-of-speech tagging for Chinese-English mixed texts with dynamic features.
      Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning. [PDF]

  • 2011

    • Zhuoye Ding, Qi Zhang, Xuanjing Huang.
      Learning to extract coherent keyphrases from online news.
      Asia Information Retrieval Symposium. [PDF]
    • Jinlong Zhou, Xipeng Qiu, Xuanjing Huang.
      A fast accurate two-stage training algorithm for L1-regularized CRFs with heuristic line search strategy.
      Proceedings of 5th International Joint Conference on Natural Language Processing. [PDF]
    • Zhuoye Ding, Qi Zhang, Xuanjing Huang.
      Keyphrase extraction from online news using binary integer programming.
      Proceedings of 5th International Joint Conference on Natural Language Processing. [PDF]
    • Yan Wu, Qi Zhang, Xuanjing Huang.
      Efficient near-duplicate detection for q&a forum.
      Proceedings of 5th International Joint Conference on Natural Language Processing. [PDF]
    • Qi Zhang, Yuanbin Wu, Yan Wu, Xuanjing Huang.
      Opinion mining with sentiment graph.
      2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology. [PDF]
    • Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu.
      Structural opinion mining for graph-based sentiment representation.
      Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing. [PDF]
    • Xipeng Qiu, Xuanjing Huang, Zhao Liu, Jinlong Zhou.
      Hierarchical text classification with latent concepts.
      Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies. [PDF]
    • Xipeng Qiu, Jinlong Zhou, Xuanjing Huang.
      An effective feature selection method for text categorization.
      Pacific-Asia Conference on Knowledge Discovery and Data Mining. [PDF]
    • Wenjun Gao, Xipeng Qiu, Xuanjing Huang.
      Labelwise margin maximization for sequence labeling.
      International Conference on Intelligent Text Processing and Computational Linguistics. [PDF]
    • Ling Cao, Xipeng Qiu, Xuanjing Huang.
      FudanNLP at RITE 2011: a Shallow Semantic Approach to Textual Entailment.
      NTCIR. [PDF]
    • Bingqing Wang, Xuanjing Huang.
      Microblog Track 2011 of FDU.
      TREC. [PDF]
    • Ling Cao, Xipeng Qiu, Xuanjing Huang.
      Question Answering for Machine Reading with Lexical Chain.
      CLEF (Notebook Papers/Labs/Workshop). [PDF]

  • 2010

    • Yuanbin Wu, Qi Zhang, Yaqian Zhou, Xuanjing Huang.
      Pseudo-relevance feedback based on mrmr criteria.
      Asia Information Retrieval Symposium. [PDF]
    • Feng Ji, Xipeng Qiu, Xuanjing Huang.
      Mining uncertain sentences with multiple instance learning.
      International Conference on Advanced Data Mining and Applications. [PDF]
    • Xian Qian, Qi Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu.
      Joint training and decoding using virtual nodes for cascaded segmentation and tagging tasks.
      Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing. [PDF]
    • Bingqing Wang, Yaqian Zhou, Xipeng Qiu, Qi Zhang, Xuanjing Huang.
      Bagging to find better expansion words.
      Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering (NLPKE-2010). [PDF]
    • Xian Qian, Qi Zhang, Xuanjing Huang, Lide Wu.
      2d trie for fast parsing.
      Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010). [PDF]
    • Qi Zhang, Yue Zhang, Haomin Yu, Xuanjing Huang.
      Efficient partial-duplicate detection based on sequence matching.
      Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval. [PDF]
    • Feng Ji, Xipeng Qiu, Xuanjing Huang.
      Detecting hedge cues and their scopes with average perceptron.
      Proceedings of the Fourteenth Conference on Computational Natural Language Learning–Shared Task. [PDF]
    • Yaqian Zhou, Mengjing Jiang, Qi Zhang, Xuanjing Huang, Lide Wu.
      Selective recrawling for object-level vertical search.
      Proceedings of the 19th international conference on World wide web. [PDF]
    • Tong Wu, Yaqian Zhou, Xuanjing Huang, Lide Wu.
      Chinese time expression recognition based on automatically generated basic-time-unit rules.
      Journal of Chinese Information Processing. [PDF]
    • Zhao Liu, Xipeng Qiu, Xuanjing Huang.
      Triplet-based Chinese word sense induction.
      CIPS-SIGHAN Joint Conference on Chinese Language Processing. [PDF]
    • Wenjun Gao, Xipeng Qiu, Xuanjing Huang.
      Adaptive Chinese Word Segmentation with Online Passive-Aggressive Algorithm.
      CIPS-SIGHAN Joint Conference on Chinese Language Processing. [PDF]

  • 2009

    • Lin Zhao, Lide Wu, Xuanjing Huang.
      Using query expansion in graph-based approach for query-focused multi-document summarization.
      Information processing & management. [PDF]
    • Yongkang XIE, Yaqian ZHOU, Xuanjing Huang.
      A Spectral Clustering Based Coreference Resolution Method .
      Journal of Chinese Information Processing. [PDF]
    • Qi Zhang, Yang Shi, Xuanjing Huang, Lide Wu.
      Template-independent wrapper for web forums.
      Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval. [PDF]
    • Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu.
      Phrase dependency parsing for opinion mining.
      Proceedings of the 2009 conference on empirical methods in natural language processing. [PDF]
    • Xuanjing Huang, W Bruce Croft.
      A unified relevance model for opinion retrieval.
      Proceedings of the 18th ACM conference on Information and knowledge management. [PDF]
    • Bingqing Wang, Xuanjing Huang.
      Relevance Feedback based on Constrained Clustering: FDU at TREC 09.
      FUDAN UNIV SHANGHAI (CHINA). [PDF]
    • Xipeng Qiu, Wenjun Gao, Xuanjing Huang.
      Hierarchical multi-label text categorization with global margin maximization.
      Proceedings of the acl-ijcnlp 2009 conference short papers. [PDF]
    • Juyang Weng, Qi Zhang, Mingmin Chi and Xiangyang Xue.
      Complex Text Processing by the Temporal Context Machines.
      Proceedings of the 26th Annual International Conference on Machine Learning. [PDF]
    • Qi Zhang, Yuanbin Wu, Tao Li, Mitsunori Ogihara, Joseph Johnson, Xuanjing Huang.
      Mining product reviews based on shallow dependency parsing.
      International Workshop on Multiple Classifier Systems. [PDF]
    • Xian Qian, Xiaoqian Jiang, Qi Zhang, Xuanjing Huang, Lide Wu.
      Sparse higher order conditional random fields for improved sequence labeling.
      INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL. [PDF]
    • Mingmin Chi, Youdong Miao, Youze Tang, Jón Atli Benediktsson, Xuanjing Huang.
      Hierarchical Ensemble Support Cluster Machine.
      Journal of Chinese Information Processing. [PDF]
    • Zhongchao Fei, Xuanjing Huang, Fuliang Weng.
      Automatic Identification of Non-Anaphoric Pronouns in Spoken Dialog.
      Information processing & management. [PDF]

  • 2008

    • Junkuo Cao, Xuanjing Huang.
      Answering definitional question by dependency-based knowledge.
      2008 International Conference on Natural Language Processing and Knowledge Engineering. [PDF]
    • Zhongchao Fei, Xuanjing Huang, Fuliang Weng.
      Automatic identification of non-anaphoric anaphora in spoken dialog.
      2008 International Conference on Natural Language Processing and Knowledge Engineering. [PDF]
    • Qi Zhang, Xipeng Qiu, XuanJing Huang, Lide Wu.
      Learning semantic lexicons using graph mutual reinforcement based bootstrapping.
      Acta Automatica Sinica. [PDF]
    • Chao Shen, Xipeng Qiu, Xuanjing Huang, Lide Wu.
      Answering Definition Question: Ranking for Top-k.
      Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence. [PDF]
    • Xin Li, Xuanjing Huang, Lide Wu.
      Combined multiple classifiers based on TBL algorithm and their application in question classification.
      Journal of Computer Research and Development. [PDF]
    • Qi Zhang, Xipeng Qiu, Xuanjing Huang, Lide Wu.
      Domain adaptation for conditional random fields.
      Asia Information Retrieval Symposium. [PDF]
    • Junkuo Cao, Lide Wu, Xuanjing Huang, Yaqian Zhou, Fei Liu.
      Using multiple combined ranker for answering definitional questions.
      Asia Information Retrieval Symposium. [PDF]
    • Qi Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu.
      Graph mutual reinforcement based bootstrapping.
      Asia Information Retrieval Symposium. [PDF]
    • Bingqing Wang, Qi Zhang, Lide Wu, Xuanjing Huang.
      Machine Learning Based Query Expansion in Blog Retrieval .
      Journal of Chinese Information Processing. [PDF]
    • Xiaofeng Yuan, Xipeng Qiu, Lide Wu, Xuanjing Huang.
      A List Question Answering Method Based on Phrase-retrieval and Answer-ranking.
      Journal of Chinese Information Processing. [PDF]
    • Zhongqin Wu, Xuanjing Huang, Lide Wu.
      Question-focused Summarization Based on Semantic Relational Triple.
      Computer Engineering. [PDF]
    • Jun Zhao, Hongbo Xu, Xuanjing Huang, Songbo Tan, Kang Liu, Qi Zhang.
      Overview of chinese opinion analysis evaluation 2008.
      Proceedings of the First Chinese Opinion Analysis Evaluation. [PDF]
    • Fei Liu, XuanJing Huang, Lide Wu.
      Approach for extracting thematic terms based on association rules.
      Computer Engineering. [PDF]

  • 2007

    • Ilya Zaihrayeu, Lei Sun, Fausto Giunchiglia, Wei Pan, Qi Ju, Mingmin Chi, Xuanjing Huang.
      From web directories to ontologies: Natural language processing challenges.
      The Semantic Web. [PDF]
    • Xian Qian, Xuanjing Huang, Lide Wu.
      Spectral Method of K-means Initialization.
      Acta Automatica Sinica. [PDF]
    • Jin Min, Xuanjing Huang.
      Text filtering system based on topic and sentiment classification.
      Jisuanji Gongcheng/ Computer Engineering. [PDF]
    • Qi Zhang, Bingqing Wang, Lide Wu, Xuanjing Huang.
      FDU at TREC 2007: Opinion Retrieval of Blog Track.
      TREC. [PDF]
    • Xipeng Qiu, Bo Li, Chao Shen, Lide Wu, Xuanjing Huang, Yaqian Zhou.
      FDUQA on TREC 2007 QA Track.
      TREC. [PDF]

  • 2006

    • Zhongchao Fei, Xuanjing Huang, Lide Wu.
      Mining the relation between sentiment expression and target using dependency of words.
      Proceedings of the 20th Pacific Asia Conference on Language, Information and Computation. [PDF]
    • Yanlan Zhu, Jin Min, Yaqian Zhou, XuanJing Huang, Lide Wu.
      Semantic orientation computing based on HowNet.
      Journal of Chinese information processing. [PDF]
    • Xiaochun Wu, Xuanjing Huang, Lide Wu.
      Authorship Identification Based on Semantic Analysis .
      Journal of Chinese Information Processing. [PDF]
    • Yaqian Zhou, Xiaofeng Yuan, Junkuo Cao, Xuanjing Huang, Lide Wu.
      FDUQA on TREC 2006 QA Track.
      TREC. [PDF]
    • Xin Li, Xuanjing Huang, Lide Wu.
      Question classification by ensemble learning.
      Journal of Chinese information processing. [PDF]
    • Qi Zhang, Fuliang Weng and Zhe Feng.
      A Progressive Feature Selection Algorithm for Ultra Large Feature Spaces.
      Submitted to ICSLP-2006. [PDF]
    • Yaqian Zhou, Xuanjing Huang, Lide Wu.
      A Feature Matching Method: Sparse Feature Tree .
      Journal of Chinese Information Processing. [PDF]

  • 2005

    • Lin Zhao, Xuanjing Huang, Lide Wu.
      Fudan university at DUC 2005.
      Proceedings of DUC. [PDF]
    • Lan You, Yaqian Zhou, Xuanjing Huang, Lide Wu.
      Maximum entropy model based confidence scoring algorithm for QA.
      Ruan Jian Xue Bao(J. Softw.). [PDF]
    • Zhushuo Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu.
      Answering definition questions using web knowledge bases.
      International Conference on Natural Language Processing. [PDF]
    • Yongping Du, Helen Meng, Xuanjing Huang, Lide Wu.
      The use of metadata, web-derived answer patterns and passage context to improve reading comprehension performance.
      Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing. [PDF]
    • Xin Li, Xuanjing Huang, Lide Wu.
      Question classification using multiple classifiers.
      Proceedings of the Fifth Workshop on Asian Language Resources (ALR-05) and First Symposium on Asian Language Resources Network (ALRN). [PDF]
    • Qi Zhang, X.J. Huang, Lide Wu.
      A New Method for Calculting Similarity between sentences and Application on Automatic Text Summarization.
      Journal of Chinese Information Processing, Vol. 19 No. 2, 2005,19(2). pp 93-99. [PDF]

  • 2004

    • Jian Huang, Xuanjing Huang, Lide Wu.
      Hot-spot passage retrieval in question answering.
      International Conference on Asian Digital Libraries. [PDF]
    • Lan You, Xuanjing Huang, Lide Wu, Hao Yu, Jun Wang, Fumihito Nishino.
      Exploring various features to optimize hot topic retrieval on WEB.
      International Symposium on Neural Networks. [PDF]
    • Yongping Du, Xuanjing Huang, Xin Li, Lide Wu.
      A novel pattern learning method for open domain question answering.
      International Conference on Natural Language Processing. [PDF]
    • Lan You, Yongping Du, Jiayin Ge, Xuanjing Huang, Lide Wu.
      BBS based hot topic retrieval using back-propagation neural network.
      International Conference on Natural Language Processing. [PDF]
    • ZHAO Lin, HU Tian, Xuanjing Huang, Lide Wu.
      Hownet-based conceptual feature selection method .
      Journal of China Institute of Communications. [PDF]
    • Lide Wu, Xuanjing Huang, Lan You, Zhushuo Zhang, Xin Li, Yaqian Zhou.
      Fduqa on trec2004 qa track.
      system. [PDF]

  • 2003

    • Yaqian Zhou, Yikun Guo, Xuanjing Huang, Lide Wu.
      Chinese and English BaseNP Recognized by Maximum Entropy.
      Journal of Computer Research and Development. [PDF]
    • Yingju Xia, XuanJing Huang, Tian HU, Lide Wu.
      Threshold optimization with a small number of samples in adaptive information filtering.
      Journal of Software. [PDF]
    • Yi Zheng, Xuanjing Huang, Lide Wu.
      Research and Implementation of Automatic Multi-Document Summarization System .
      Journal of Computer Research and Development. [PDF]
    • Lide Wu, Xuanjing Huang, Yaqian Zhou, Yongping Du, Lan You.
      FDUQA on TREC2003 QA task.
      TREC. [PDF]
    • Jiayin Ge, Xuanjing Huang, Lide Wu.
      Approaches to event-focused summarization based on named entities and query words.
      Proceedings of the 2003 Document Understanding Workshop. [PDF]
    • Xuanjing Huang, Yingju Xia, Lide Wu.
      A text filtering system based on vector space model.
      Journal of Software. [PDF]

  • 2002

    • Lide Wu, Xuanjing Huang, Junyu Niu, Yingju Xia, Zhe Feng, Yaqian Zhou.
      FDU at TREC 2002: Filtering, Q&A, web and video tasks.
      TREC. [PDF]
    • Xuanjing Huang, Lide Wu.
      언어 독립의 본문 분류법.
      한국어정보학. [PDF]
    • Lide Wu, Xuanjing Huang, Junyu Niu, Xia Yingju, Feng Zhe, Yaqian Zhou.
      FDU at TREC2002: filtering, Q&A, web and video tasks.
      Proceedings of the 10th Text Retrieval Conference, Gaithersburg: NIST Special Publication. [PDF]

  • 2001

    • Lide Wu, Xuanjing Huang, Junyu Niu, Yikun Guo, Yingju Xia, Zhe Feng.
      FDU at TREC-10: Filtering, QA, web and video tasks.
      TREC. [PDF]

  • 2000

    • Bingwei Liu, Xuanjing Huang, Yikun GUO, Lide Wu.
      Statistical chinese person names identification.
      Journal of Chinese Information Processing [PDF]
    • Lide Wu, Xuanjing Huang, Yikun Guo, Bingwei Liu, Yuejie Zhang.
      FDU at TREC-9: CLIR, filtering and QA tasks.
      TREC [PDF]