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Xuan-Jing Huang
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2020 – today
- 2022
[j19]Qinzhuo Wu
, Qi Zhang, Xuanjing Huang:
Automatic Math Word Problem Generation With Topic-Expression Co-Attention Mechanism and Reinforcement Learning. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1061-1072 (2022)- [c235]Jianhan Xu, Cenyuan Zhang, Xiaoqing Zheng, Linyang Li, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang:
Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples. ACL (Findings) 2022: 1694-1707 - [c234]Rui Zheng, Bao Rong, Yuhao Zhou, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang, Xuanjing Huang:
Robust Lottery Tickets for Pre-trained Language Models. ACL (1) 2022: 2211-2224 - [c233]Tianxiang Sun, Xiangyang Liu, Wei Zhu, Zhichao Geng, Lingling Wu, Yilong He, Yuan Ni, Guotong Xie, Xuanjing Huang, Xipeng Qiu:
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation. ACL (Findings) 2022: 2409-2421 - [c232]Xiao Wang, Shihan Dou, Limao Xiong, Yicheng Zou, Qi Zhang, Tao Gui, Liang Qiao, Zhanzhan Cheng, Xuanjing Huang:
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective. ACL (1) 2022: 5590-5600 - [c231]Qin Liu, Rui Zheng, Bao Rong, Jingyi Liu, Zhihua Liu, Zhanzhan Cheng, Liang Qiao, Tao Gui, Qi Zhang, Xuanjing Huang:
Flooding-X: Improving BERT's Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning. ACL (1) 2022: 5634-5644 - [c230]Zichu Fei, Qi Zhang, Tao Gui, Di Liang, Sirui Wang, Wei Wu, Xuanjing Huang:
CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation. ACL (1) 2022: 6896-6906 - [i99]Tianxiang Sun, Yunfan Shao, Hong Qian, Xuanjing Huang, Xipeng Qiu:
Black-Box Tuning for Language-Model-as-a-Service. CoRR abs/2201.03514 (2022) - [i98]Shihan Dou, Rui Zheng, Ting Wu, Songyang Gao, Qi Zhang, Yueming Wu, Xuanjing Huang:
Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective. CoRR abs/2202.08048 (2022) - [i97]Tianxiang Sun, Xiangyang Liu, Wei Zhu, Zhichao Geng, Lingling Wu, Yilong He, Yuan Ni, Guotong Xie, Xuanjing Huang, Xipeng Qiu:
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation. CoRR abs/2203.01670 (2022) - [i96]Xiao Wang, Shihan Dou, Limao Xiong, Yicheng Zou, Qi Zhang, Tao Gui, Liang Qiao, Zhanzhan Cheng, Xuanjing Huang:
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective. CoRR abs/2204.04391 (2022) - [i95]Wei Chen, Zhiwei Li, Hongyi Fang, Qianyuan Yao, Cheng Zhong, Jianye Hao, Qi Zhang, Xuanjing Huang, Jiajie Peng, Zhongyu Wei:
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets. CoRR abs/2204.08997 (2022) - 2021
- [j18]Jingjing Gong, Hang Yan, Yining Zheng, Qipeng Guo, Xipeng Qiu, Xuanjing Huang:
Text information aggregation with centrality attention. Sci. China Inf. Sci. 64(12) (2021) - [j17]Jian Yuan, Zhongyu Wei, Yixu Gao, Wei Chen, Yun Song, Donghua Zhao, Jinglei Ma, Zhen Hu, Shaokun Zou, Donghai Li, Xuanjing Huang:
Overview of SMP-CAIL2020-Argmine: The Interactive Argument-Pair Extraction in Judgement Document Challenge. Data Intell. 3(2): 287-307 (2021) - [j16]Zhumin Chen, Xueqi Cheng, Shoubin Dong, Zhicheng Dou, Jiafeng Guo, Xuanjing Huang, Yanyan Lan, Chenliang Li, Ru Li, Tie-Yan Liu, Yiqun Liu, Jun Ma, Bing Qin, Mingwen Wang, Ji-Rong Wen, Jun Xu, Min Zhang, Peng Zhang, Qi Zhang:
Information retrieval: a view from the Chinese IR community. Frontiers Comput. Sci. 15(1): 151601 (2021) - [j15]Zhenqiao Song, Xiaoqing Zheng, Xuanjing Huang:
Jointly learning bilingual word embeddings and alignments. Mach. Transl. 35(4): 551-569 (2021) - [j14]Yi Zhou, Xiaoqing Zheng, Xuanjing Huang:
Generating Responses With a Given Syntactic Pattern in Chinese Dialogues. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2888-2898 (2021) - [j13]Renfeng Ma, Xipeng Qiu, Qi Zhang, Xiangkun Hu, Yu-Gang Jiang, Xuanjing Huang:
Co-Attention Memory Network for Multimodal Microblog's Hashtag Recommendation. IEEE Trans. Knowl. Data Eng. 33(2): 388-400 (2021) - [c229]Chenxin An, Ming Zhong, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
Enhancing Scientific Papers Summarization with Citation Graph. AAAI 2021: 12498-12506 - [c228]Zejun Li, Zhongyu Wei, Zhihao Fan, Haijun Shan, Xuanjing Huang:
An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-level Structural Information. AAAI 2021: 13324-13332 - [c227]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. AAAI 2021: 14665-14673 - [c226]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. AAAI 2021: 14674-14682 - [c225]Xiaonan Li, Yunfan Shao, Tianxiang Sun, Hang Yan, Xipeng Qiu, Xuanjing Huang:
Accelerating BERT Inference for Sequence Labeling via Early-Exit. ACL/IJCNLP (1) 2021: 189-199 - [c224]Chong Li, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang:
Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models. ACL/IJCNLP (2) 2021: 441-446 - [c223]Xinyi Mou, Zhongyu Wei, Lei Chen, Shangyi Ning, Yancheng He, Changjian Jiang, Xuanjing Huang:
Align Voting Behavior with Public Statements for Legislator Representation Learning. ACL/IJCNLP (1) 2021: 1236-1246 - [c222]Ruize Wang, Duyu Tang, Nan Duan, Zhongyu Wei, Xuanjing Huang, Jianshu Ji, Guihong Cao, Daxin Jiang, Ming Zhou:
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters. ACL/IJCNLP (Findings) 2021: 1405-1418 - [c221]Jie Zhou, Yuanbin Wu, Qin Chen, Xuanjing Huang, Liang He:
Attending via both Fine-tuning and Compressing. ACL/IJCNLP (Findings) 2021: 2152-2161 - [c220]Yi Zhou, Xiaoqing Zheng, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang:
Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble. ACL/IJCNLP (1) 2021: 5482-5492 - [c219]Qinzhuo Wu, Qi Zhang, Zhongyu Wei, Xuanjing Huang:
Math Word Problem Solving with Explicit Numerical Values. ACL/IJCNLP (1) 2021: 5859-5869 - [c218]Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Xuanjing Huang, Yaqian Zhou:
SENT: Sentence-level Distant Relation Extraction via Negative Training. ACL/IJCNLP (1) 2021: 6201-6213 - [c217]Jinlan Fu, Xuanjing Huang, Pengfei Liu:
SpanNER: Named Entity Re-/Recognition as Span Prediction. ACL/IJCNLP (1) 2021: 7183-7195 - [c216]Tong Liu, Siyuan Wang, Jingchao Fu, Lei Chen, Zhongyu Wei, Yaqi Liu, Heng Ye, Liaosa Xu, Weiqiang Wang, Xuanjing Huang:
Fine-Grained Element Identification in Complaint Text of Internet Fraud. CIKM 2021: 3268-3272 - [c215]Zhihao Fan, Zhongyu Wei, Siyuan Wang, Ruize Wang, Zejun Li, Haijun Shan, Xuanjing Huang:
TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning. IJCAI 2021: 657-663 - [c214]Jinlan Fu, Liangjing Feng, Qi Zhang, Xuanjing Huang, Pengfei Liu:
Larger-Context Tagging: When and Why Does It Work? NAACL-HLT 2021: 1463-1475 - [c213]Zhihao Fan, Yeyun Gong, Dayiheng Liu, Zhongyu Wei, Siyuan Wang, Jian Jiao, Nan Duan, Ruofei Zhang, Xuanjing Huang:
Mask Attention Networks: Rethinking and Strengthen Transformer. NAACL-HLT 2021: 1692-1701 - [c212]Lu Ji, Zhongyu Wei, Jing Li, Qi Zhang, Xuanjing Huang:
Discrete Argument Representation Learning for Interactive Argument Pair Identification. NAACL-HLT 2021: 5467-5478 - [c211]Yige Xu, Yichao Luo, Yicheng Zhou, Zhengyan Li, Qi Zhang, Xipeng Qiu, Xuanjing Huang:
Searching Effective Transformer for Seq2Seq Keyphrase Generation. NLPCC (2) 2021: 86-97 - [c210]Jian Yuan, Liying Cheng, Ruidan He, Yinzi Li, Lidong Bing, Zhongyu Wei, Qin Liu, Chenhui Shen, Shuonan Zhang, Changlong Sun, Luo Si, Changjian Jiang, Xuanjing Huang:
Overview of Argumentative Text Understanding for AI Debater Challenge. NLPCC (2) 2021: 548-568 - [e7]Marie-Francine Moens, Xuanjing Huang, Lucia Specia, Scott Wen-tau Yih:
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021. Association for Computational Linguistics 2021 [contents] - [e6]Marie-Francine Moens, Xuanjing Huang, Lucia Specia, Scott Wen-tau Yih:
Findings of the Association for Computational Linguistics: EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021. Association for Computational Linguistics 2021 [contents] - [i94]Tao Gui, Xiao Wang, Qi Zhang, Qin Liu, Yicheng Zou, Xin Zhou, Rui Zheng, Chong Zhang, Qinzhuo Wu, Jiacheng Ye, Zexiong Pang, Yongxin Zhang, Zhengyan Li, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xinwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Bolin Zhu, Shan Qin, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang:
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. CoRR abs/2103.11441 (2021) - [i93]Liping Yuan, Jiangtao Feng, Xiaoqing Zheng, Xuanjing Huang:
Alleviate Exposure Bias in Sequence Prediction \\ with Recurrent Neural Networks. CoRR abs/2103.11603 (2021) - [i92]Zhihao Fan, Yeyun Gong, Dayiheng Liu, Zhongyu Wei, Siyuan Wang, Jian Jiao, Nan Duan, Ruofei Zhang, Xuanjing Huang:
Mask Attention Networks: Rethinking and Strengthen Transformer. CoRR abs/2103.13597 (2021) - [i91]Zejun Li, Zhongyu Wei, Zhihao Fan, Haijun Shan, Xuanjing Huang:
An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-Level Structural Information. CoRR abs/2104.02605 (2021) - [i90]Chenxin An, Ming Zhong, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
Enhancing Scientific Papers Summarization with Citation Graph. CoRR abs/2104.03057 (2021) - [i89]Jinlan Fu, Liangjing Feng, Qi Zhang, Xuanjing Huang, Pengfei Liu:
Larger-Context Tagging: When and Why Does It Work? CoRR abs/2104.04434 (2021) - [i88]Lu Ji, Jing Li, Zhongyu Wei, Qi Zhang, Xuanjing Huang:
Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure. CoRR abs/2104.08601 (2021) - [i87]Jiehang Zeng, Xiaoqing Zheng, Jianhan Xu, Linyang Li, Liping Yuan, Xuanjing Huang:
Certified Robustness to Text Adversarial Attacks by Randomized [MASK]. CoRR abs/2105.03743 (2021) - [i86]Tianxiang Sun, Yunhua Zhou, Xiangyang Liu, Xinyu Zhang, Hao Jiang, Zhao Cao, Xuanjing Huang, Xipeng Qiu:
Early Exiting with Ensemble Internal Classifiers. CoRR abs/2105.13792 (2021) - [i85]Xiaonan Li, Yunfan Shao, Tianxiang Sun, Hang Yan, Xipeng Qiu, Xuanjing Huang:
Accelerating BERT Inference for Sequence Labeling via Early-Exit. CoRR abs/2105.13878 (2021) - [i84]Chong Li, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang:
Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models. CoRR abs/2105.14813 (2021) - [i83]Jinlan Fu, Xuanjing Huang, Pengfei Liu:
SpanNER: Named Entity Re-/Recognition as Span Prediction. CoRR abs/2106.00641 (2021) - [i82]Zhihao Fan, Zhongyu Wei, Siyuan Wang, Ruize Wang, Zejun Li, Haijun Shan, Xuanjing Huang:
TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning. CoRR abs/2106.10936 (2021) - [i81]Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Yaqian Zhou, Xuanjing Huang:
SENT: Sentence-level Distant Relation Extraction via Negative Training. CoRR abs/2106.11566 (2021) - [i80]Tong Liu, Siyuan Wang, Jingchao Fu, Lei Chen, Zhongyu Wei, Yaqi Liu, Heng Ye, Liaosa Xu, Weiqiang Wan, Xuanjing Huang:
Fine-Grained Element Identification in Complaint Text of Internet Fraud. CoRR abs/2108.08676 (2021) - [i79]Yitao Liu, Tianxiang Sun, Xipeng Qiu, Xuanjing Huang:
Learning to Teach with Student Feedback. CoRR abs/2109.04641 (2021) - [i78]Zhihao Fan, Zhongyu Wei, Zejun Li, Siyuan Wang, Haijun Shan, Xuanjing Huang, Jianqing Fan:
Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval. CoRR abs/2109.05523 (2021) - [i77]Tianxiang Sun, Xiangyang Liu, Xipeng Qiu, Xuanjing Huang:
Paradigm Shift in Natural Language Processing. CoRR abs/2109.12575 (2021) - [i76]Ruotian Ma, Xin Zhou, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang:
Template-free Prompt Tuning for Few-shot NER. CoRR abs/2109.13532 (2021) - [i75]Linyang Li, Demin Song, Ruotian Ma, Xipeng Qiu, Xuanjing Huang:
KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier. CoRR abs/2110.02523 (2021) - [i74]Xiangyang Liu, Tianxiang Sun, Junliang He, Lingling Wu, Xinyu Zhang, Hao Jiang, Zhao Cao, Xuanjing Huang, Xipeng Qiu:
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline. CoRR abs/2110.07038 (2021) - [i73]Xin Zhou, Ruotian Ma, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang:
Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models. CoRR abs/2110.07331 (2021) - 2020
- [j12]Nuo Qun, Hang Yan, Xipeng Qiu, Xuanjing Huang:
Chinese Word Segmentation via BiLSTM+Semi-CRF with Relay Node. J. Comput. Sci. Technol. 35(5): 1115-1126 (2020) - [j11]Hang Yan, Xipeng Qiu, Xuanjing Huang:
A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing. Trans. Assoc. Comput. Linguistics 8: 78-92 (2020) - [c209]Tianxiang Sun, Yunfan Shao, Xiaonan Li, Pengfei Liu, Hang Yan, Xipeng Qiu, Xuanjing Huang:
Learning Sparse Sharing Architectures for Multiple Tasks. AAAI 2020: 8936-8943 - [c208]Ruize Wang, Zhongyu Wei, Piji Li, Qi Zhang, Xuanjing Huang:
Storytelling from an Image Stream Using Scene Graphs. AAAI 2020: 9185-9192 - [c207]Tao Gui, Lizhi Qing, Qi Zhang, Jiacheng Ye, Hang Yan, Zichu Fei, Xuanjing Huang:
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features. AAAI 2020: 10877-10884 - [c206]Ruotian Ma, Minlong Peng, Qi Zhang, Zhongyu Wei, Xuanjing Huang:
Simplify the Usage of Lexicon in Chinese NER. ACL 2020: 5951-5960 - [c205]Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
Extractive Summarization as Text Matching. ACL 2020: 6197-6208 - [c204]Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu, Xuanjing Huang:
Heterogeneous Graph Neural Networks for Extractive Document Summarization. ACL 2020: 6209-6219 - [c203]Xiaoqing Zheng, Jiehang Zeng, Yi Zhou, Cho-Jui Hsieh, Minhao Cheng, Xuanjing Huang:
Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples. ACL 2020: 6600-6610 - [c202]Xiaonan Li, Hang Yan, Xipeng Qiu, Xuanjing Huang:
FLAT: Chinese NER Using Flat-Lattice Transformer. ACL 2020: 6836-6842 - [c201]Zhihao Fan, Yeyun Gong, Zhongyu Wei, Siyuan Wang, Yameng Huang, Jian Jiao, Xuanjing Huang, Nan Duan, Ruofei Zhang:
An Enhanced Knowledge Injection Model for Commonsense Generation. COLING 2020: 2014-2025 - [c200]Ruize Wang, Zhongyu Wei, Ying Cheng, 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. COLING 2020: 2250-2260 - [c199]Tianxiang Sun, Yunfan Shao, Xipeng Qiu, Qipeng Guo, Yaru Hu, Xuanjing Huang, Zheng Zhang:
CoLAKE: Contextualized Language and Knowledge Embedding. COLING 2020: 3660-3670 - [c198]Lei Chen, Zhongyu Wei, Jing Li, Baohua Zhou, Qi Zhang, Xuanjing Huang:
Modeling Evolution of Message Interaction for Rumor Resolution. COLING 2020: 6377-6387 - [c197]Minlong Peng, Ruotian Ma, Qi Zhang, Lujun Zhao, Mengxi Wei, Changlong Sun, Xuanjing Huang:
Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons. EMNLP (Findings) 2020: 678-688 - [c196]Tao Gui, Jiacheng Ye, Qi Zhang, Zhengyan Li, Zichu Fei, Yeyun Gong, Xuanjing Huang:
Uncertainty-Aware Label Refinement for Sequence Labeling. EMNLP (1) 2020: 2316-2326 - [c195]Xipeng Qiu, Hengzhi Pei, Hang Yan, Xuanjing Huang:
A Concise Model for Multi-Criteria Chinese Word Segmentation with Transformer Encoder. EMNLP (Findings) 2020: 2887-2897 - [c194]Lu Liu, Yi Zhou, Jianhan Xu, Xiaoqing Zheng, Kai-Wei Chang, Xuanjing Huang:
Cross-Lingual Dependency Parsing by POS-Guided Word Reordering. EMNLP (Findings) 2020: 2938-2948 - [c193]Xiaoyu Xing, Zhijing Jin, Di Jin, Bingning Wang, Qi Zhang, Xuanjing Huang:
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis. EMNLP (1) 2020: 3594-3605 - [c192]Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems. EMNLP (Findings) 2020: 3679-3691 - [c191]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. EMNLP (1) 2020: 3895-3903 - [c190]Yanjian Zhang, Qin Chen, Yiteng Zhang, Zhongyu Wei, Yixu Gao, Jiajie Peng, Zengfeng Huang, Weijian Sun, Xuanjing Huang:
Automatic Term Name Generation for Gene Ontology: Task and Dataset. EMNLP (Findings) 2020: 4705-4710 - [c189]Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang:
RethinkCWS: Is Chinese Word Segmentation a Solved Task? EMNLP (1) 2020: 5676-5686 - [c188]Qinzhuo Wu, Qi Zhang, Jinlan Fu, Xuanjing Huang:
A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving. EMNLP (1) 2020: 7137-7146 - [c187]Siyuan Wang, Zhongyu Wei, Zhihao Fan, Zengfeng Huang, Weijian Sun, Qi Zhang, Xuanjing Huang:
PathQG: Neural Question Generation from Facts. EMNLP (1) 2020: 9066-9075 - [c186]Tao Gui, Jiacheng Ye, Qi Zhang, Yaqian Zhou, Yeyun Gong, Xuanjing Huang:
Leveraging Document-Level Label Consistency for Named Entity Recognition. IJCAI 2020: 3976-3982 - [c185]Xiaoyu Xing, Minlong Peng, Qi Zhang, Qin Liu, Xuanjing Huang:
Learning to Generate Representations for Novel Words: Mimic the OOV Situation in Training. NLPCC (1) 2020: 321-332 - [c184]Jinlan Fu, Yi Li, Qi Zhang, Qinzhuo Wu, Renfeng Ma, Xuanjing Huang, Yu-Gang Jiang:
Recurrent Memory Reasoning Network for Expert Finding in Community Question Answering. WSDM 2020: 187-195 - [i72]Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang:
Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study. CoRR abs/2001.03844 (2020) - [i71]Ruize Wang, Duyu Tang, Nan Duan, Zhongyu Wei, Xuanjing Huang, Jianshu Ji, Guihong Cao, Daxin Jiang, Ming Zhou:
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters. CoRR abs/2002.01808 (2020) - [i70]Yige Xu, Xipeng Qiu, Ligao Zhou, Xuanjing Huang:
Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation. CoRR abs/2002.10345 (2020) - [i69]Xipeng Qiu, Tianxiang Sun, Yige Xu, Yunfan Shao, Ning Dai, Xuanjing Huang:
Pre-trained Models for Natural Language Processing: A Survey. CoRR abs/2003.08271 (2020) - [i68]Zhen Ke, Liang Shi, Erli Meng, Bin Wang, Xipeng Qiu, Xuanjing Huang:
Unified Multi-Criteria Chinese Word Segmentation with BERT. CoRR abs/2004.05808 (2020) - [i67]Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
Extractive Summarization as Text Matching. CoRR abs/2004.08795 (2020) - [i66]Xiaonan Li, Hang Yan, Xipeng Qiu, Xuanjing Huang:
FLAT: Chinese NER Using Flat-Lattice Transformer. CoRR abs/2004.11795 (2020) - [i65]Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu, Xuanjing Huang:
Heterogeneous Graph Neural Networks for Extractive Document Summarization. CoRR abs/2004.12393 (2020) - [i64]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. CoRR abs/2004.14201 (2020) - [i63]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. CoRR abs/2004.14254 (2020) - [i62]Yi Zhou, Xiaoqing Zheng, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang:
Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble. CoRR abs/2006.11627 (2020) - [i61]Xiaoyu Xing, Zhijing Jin, Di Jin, Bingning Wang, Qi Zhang, Xuanjing Huang:
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis. CoRR abs/2009.07964 (2020) - [i60]Zhichao Geng, Hang Yan, Xipeng Qiu, Xuanjing Huang:
fastHan: A BERT-based Joint Many-Task Toolkit for Chinese NLP. CoRR abs/2009.08633 (2020) - [i59]Tianxiang Sun, Yunfan Shao, Xipeng Qiu, Qipeng Guo, Yaru Hu, Xuanjing Huang, Zheng Zhang:
CoLAKE: Contextualized Language and Knowledge Embedding. CoRR abs/2010.00309 (2020) - [i58]Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems. CoRR abs/2010.05139 (2020) - [i57]Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang:
RethinkCWS: Is Chinese Word Segmentation a Solved Task? CoRR abs/2011.06858 (2020) - [i56]Jingjing Gong, Hang Yan, Yining Zheng, Xipeng Qiu, Xuanjing Huang:
Text Information Aggregation with Centrality Attention. CoRR abs/2011.07916 (2020) - [i55]Liping Yuan, Xiaoqing Zheng, Yi Zhou, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang:
Generating universal language adversarial examples by understanding and enhancing the transferability across neural models. CoRR abs/2011.08558 (2020) - [i54]Zhihao Fan, Yeyun Gong, Zhongyu Wei, Siyuan Wang, Yameng Huang, Jian Jiao, Xuanjing Huang, Nan Duan, Ruofei Zhang:
An Enhanced Knowledge Injection Model for Commonsense Generation. CoRR abs/2012.00366 (2020) - [i53]Yichao Luo, Zhengyan Li, Bingning Wang, Xiaoyu Xing, Qi Zhang, Xuanjing Huang:
SenSeNet: Neural Keyphrase Generation with Document Structure. CoRR abs/2012.06754 (2020) - [i52]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. CoRR abs/2012.07300 (2020) - [i51]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. CoRR abs/2012.07311 (2020) - [i50]Tao Gui, Jiacheng Ye, Qi Zhang, Zhengyan Li, Zichu Fei, Yeyun Gong, Xuanjing Huang:
Uncertainty-Aware Label Refinement for Sequence Labeling. CoRR abs/2012.10608 (2020) - [i49]Linyang Li, Yunfan Shao, Demin Song, Xipeng Qiu, Xuanjing Huang:
Generating Adversarial Examples in Chinese Texts Using Sentence-Pieces. CoRR abs/2012.14769 (2020)
2010 – 2019
- 2019
- [j10]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. Sci. China Inf. Sci. 62(11): 219102:1-219102:3 (2019) - [j9]