柳厅文 /

中国科学院信息工程研究所研究员,中国科学院大学网络空间安全学院岗位教授,中国科学院青年创新促进会会员,中国科学院信息工程研究所引进优秀青年人才。2013年博士毕业于中国科学院计算技术研究所,导师是方滨兴院士和郭莉教授。作为负责人承担中科院C类先导专项课题、军队预研项目、国家自然科学基金等多项重要科研任务,主要工作是知识图谱构建及其在内容安全中的应用,研究兴趣包括信息抽取、文本匹配和知识图谱等。近年来以第一或通讯作者身份发表高水平论文20余篇,获得授权专利10余项,指导学生获得2016百度&西交大大数据竞赛一等奖、CCML 2015机器学习竞赛二等奖。[Turn to English Page]

 中国北京海淀区闵庄路甲89号A3楼

 liutignwen[at]iie.ac.cn

Google Scholar  /  DBLP


新闻

  • [2021/08] Two papers were accepted to EMNLP 2021.
  • [2021/05] Two papers were accepted to ECML-PKDD 2021.
  • [2021/05] Four paper was accepted to ACL 2021.
  • [2021/01] One paper was accepted to WWW 2021.
  • [2020/12] One paper was accepted to SDM 2021.
  • [2020/10] One paper was accepted to WSDM 2021.
  • [2020/09] Four papers were accepted to COLING 2020.
  • [2020/09] Three papers were accepted to EMNLP 2020.
  • [2020/07] Two papers were accepted to WISE 2020, see you in Amsterdam and Leiden.
  • [2020/06] One paper were accepted to ECML-PKDD 2020, see you in Ghent.
  • [2020/04] One paper were accepted to ACL 2020.
  • [2020/03] Four papers were accepted to IJCNN 2020, see you in Glasgow.
  • [2020/01] Two papers were accepted to PAKDD 2020, see you in Singapore.
  • [2020/01] One paper was accepted to ECAI 2020, see you in Santiago de Compostela.
  • [2019 /11] One paper was accepted to AAAI 2020, see you in New York.

专业服务


部分出版物

— 2021 —

Maximal Clique Based Non-Autoregressive Open Information Extraction
Bowen Yu, Yucheng Wang, Tingwen Liu*, Hongsong Zhu, Limin Sun and Bin Wang
The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Online and in the Dominican Republic, November 7-11, 2021.

Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning
Xinghua Zhang, Bowen Yu, Tingwen Liu*, Zhenyu Zhang, Jiawei Sheng, Xue Mengge and Hongbo Xu
The 2021 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP 2021), Online and in the Dominican Republic, November 7-11, 2021.

NA-Aware Machine Reading Comprehension for Document-Level Relation Extraction
Zhenyu Zhang, Bowen Yu, Xiaobo Shu, Tingwen Liu*
The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2021), Online, September 13-17, 2021.

Deep Structural Point Process for Learning Temporal Interaction Networks
Jiangxia Cao, Xixun Lin*, Xin Cong, Shu Guo, Hengzhu Tang, Tingwen Liu*, Bin Wang
The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2021), Online, September 13-17, 2021.

Discontinuous Named Entity Recognition as Maximal Clique Discovery
Yucheng Wang, Bowen Yu, Hongsong Zhu, Tingwen Liu*, Nan Yu, Limin Sun
the 59th Annual Meeting of the Association for Computational Linguistics (ACL 2021), Bangkok, Thailand, August 1-6, 2021.

Few-Shot Event Detection with Prototypical Amortized Conditional Random Field
Xin Cong, Shiyao Cui, Bowen Yu, Tingwen Liu*, Wang Yubin, Bin Wang
the 59th Annual Meeting of the Association for Computational Linguistics (Findings of ACL 2021), Bangkok, Thailand, August 1-6, 2021.

From What to Why: Improving Relation Extraction with Rationale Graph
Zhenyu Zhang, Bowen Yu, Xiaobo Shu, Xue Mengge, Tingwen Liu*, Li Guo
the 59th Annual Meeting of the Association for Computational Linguistics (Findings of ACL 2021), Bangkok, Thailand, August 1-6, 2021.

CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction
Jiawei Sheng, Shu Guo, Bowen Yu, Qian Li, Yiming Hei, Lihong Wang, Tingwen Liu*, Hongbo Xu
the 59th Annual Meeting of the Association for Computational Linguistics (Findings of ACL 2021), Bangkok, Thailand, August 1-6, 2021.

FITAnnotator: A Flexible and Intelligent Text Annotation System (Demo Paper)
Yanzeng Li, Bowen Yu, Li Quangang, Tingwen Liu*
2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021), Online, June 6-11, 2021.

SEPC: Improving Joint Extraction of Entities and Relations by Strengthening Entity Pairs Connection
Jiapeng Zhao, Panpan Zhang, Jinqiao Shi, Tingwen Liu*
The 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2021), Delhi, India, May 11-14, 2021.

Enhancing Deep Paraphrase Identification via Leveraging Word Alignment Information
Boxin Li, Tingwen Liu*, Bin Wang, Lihong Wang
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021), Toronto, Ontario, Canada, June 6-11, 2021.

Semi-Open Information Extraction
Bowen Yu, Zhenyu Zhang, Jiawei Sheng, Tingwen Liu*, Yubin Wang, Yucheng Wang and Bin Wang
The Web Conference 2021 (WWW 2021), Ljubljana, April 19-23, 2021.
Acceptance rate: 357/1736=20.6%

Heterogeneous Graph Neural Networks for Query-focused Summarization
Jing Ya, Tingwen Liu, Jiangxia Cao and Li Guo
SIAM International Conference on Data Mining (SDM 2021), Alexandria, Virginia, U.S, April 29 - May 1, 2021.
Acceptance rate: 85/400=21.5%

Bipartite Graph Embedding via Mutual Information Maximization   |   
Jiangxia Cao#, Xixun Lin#, Shu Guo*, Luchen Liu, Tingwen Liu* and Bin Wang
The 14th ACM International Conference on Web Search and Data Mining (WSDM 2021), Jerusalem, Israel, March 8-12, 2021.
Acceptance rate: 112/603=18.6%

— 2020 —

Porous Lattice Transformer Encoder for Chinese NER   |   
Xue Mengge, Bowen Yu, Tingwen Liu*, Yue Zhang, Erli Meng and Bin Wang
The 28th International Conference on Computational Linguistics (COLING 2020), Barcelona, Spain, December 8-13, 2020.

Learning to Prune Dependency Trees with Rethinking for Neural Relation Extraction   |   
Bowen Yu, Xue Mengge, Zhenyu Zhang, Tingwen Liu*, Wang Yubin and Bin Wang
The 28th International Conference on Computational Linguistics (COLING 2020), Barcelona, Spain, December 8-13, 2020.

Document-level Relation Extraction with Dual-tier Heterogeneous Graph   |   
Zhenyu Zhang, Bowen Yu, Xiaobo Shu, Tingwen Liu*, Hengzhu Tang, Wang Yubin and Li Guo
The 28th International Conference on Computational Linguistics (COLING 2020), Barcelona, Spain, December 8-13, 2020.

TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking   |   
Yucheng Wang, Bowen Yu*, Yueyang Zhang, Tingwen Liu, Hongsong Zhu and Limin Sun
The 28th International Conference on Computational Linguistics (COLING 2020), Barcelona, Spain, December 8-13, 2020.

Coarse-to-Fine Pre-training for Named Entity Recognition   |   
Xue Mengge, Bowen Yu, Zhenyu Zhang, Tingwen Liu*, Yue Zhang and Bin Wang
The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), Online, November 16-20, 2020.
Acceptance rate: 754/3114=24.82%

Adaptive Attentional Network for Few-Shot Knowledge Graph Completion   |   
Jiawei Sheng, Shu Guo, Zhenyu Chen, Juwei Yue, Lihong Wang*, Tingwen Liu, Hongbo Xu
The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), Online, November 16-20, 2020.
Acceptance rate: 754/3114=24.82%

Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation   |   
Shiyao Cui, Bowen Yu, Tingwen Liu*, Zhenyu Zhang, Xuebin Wang and Jinqiao Shi
Findings of the 2020 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP 2020), Online, November 16-20, 2020.

A Compare-Aggregate Model with External Knowledge for Query-focused Summarization   |   
Jing Ya, Tingwen Liu*, Li Guo
The 21st International Conference on Web Information Systems Engineering (WISE 2020), Amsterdam and Leiden, Netherlands, October 20-24, 2020.

Fine-grained Semantics-aware Heterogeneous Graph Neural Networks   |   
Yubin Wang, Zhenyu Zhang, Tingwen Liu*, Hongbo Xu, Jingjing Wang and Li Guo
The 21st International Conference on Web Information Systems Engineering (WISE 2020), Amsterdam and Leiden, Netherlands, October 20-24, 2020.

Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering   |   
Xin Cong, Bowen Yu, Tingwen Liu*, Shiyao Cui, Hengzhu Tang, Bin Wang
The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020), Ghent, Belgium, September 14-18, 2020.
Acceptance rate: 131/687=19.1%

Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention (Short Paper)   |   
Yanzeng Li, Bowen Yu, Mengge Xue, Tingwen Liu*
The 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020), July 5-10, 2020.
Acceptance rate: 208/1185=17.6%

Joint Entity Linking and Relation Extraction with Neural Networks for Knowledge Base Population   |  
Zhenyu Zhang, Xiaobo Shu, Tingwen Liu*, Zheng Fang, Quangang Li
The 2020 International Joint Conference on Neural Networks (IJCNN 2020), Glasgow, UK, July 19–24, 2020.

DRG2vec: Learning Word Representations from Definition Relational Graph  |  
Xiaobo Shu, Bowen Yu, Zhenyu Zhang, Tingwen Liu*
The 2020 International Joint Conference on Neural Networks (IJCNN 2020), Glasgow, UK, July 19–24, 2020.

BiG-Transformer: Integrating Hierarchical Features for Transformer via Bipartite Graph  |  
Xiaobo Shu, Mengge Xue, Yanzeng Li, Zhenyu Zhang, Tingwen Liu*
The 2020 International Joint Conference on Neural Networks (IJCNN 2020), Glasgow, UK, July 19–24, 2020.

Label Noise Robust Curriculum for Deep Paraphrase Identification  |  
Boxin Li, Tingwen Liu*, Bin Wang, Lihong Wang
The 2020 International Joint Conference on Neural Networks (IJCNN 2020), Glasgow, UK, July 19–24, 2020.

Strong Baselines for Author Name Disambiguation with and without Neural Networks  |   
Zhenyu Zhang, Bowen Yu, Tingwen Liu*, Dong Wang
The 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2020), pages 369-381, Singapore, May 11-14, 2020.
Acceptance rate: 135/628=21.5%

SLGAT: Soft Labels Guided Graph Attention Networks  |   
Yubin Wang, Zhenyu Zhang, Tingwen Liu*, Li Guo
The 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2020), pages 512-523, Singapore, May 11-14, 2020.
Acceptance rate: 135/628=21.5%

Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy  |   
Bowen Yu, Zhenyu Zhang, Xiaobo Shu, Tingwen Liu*, Yubin Wang, Bin Wang and Sujian Li
The 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Spain, August 29-September 5,2020.
Acceptance rate: 365/1363=26.8%

Distilling Knowledge from Well-informed Soft Labels for Neural Relation Extraction  |   
Zhenyu Zhang, Xiaobo Shu, Bowen Yu, Tingwen Liu*, Jiapeng Zhao, Quangang Li, Li Guo
The 34th AAAI Conference on Artificial Intelligence (AAAI 2020), pages 9620-9627, New York, USA, February 7-12,2020.
Acceptance rate: 1591/7737=20.6%

— 2019 —

Revising Attention with Position for Aspect-Level Sentiment Classification
Dong Wang, Tingwen Liu*, Bin Wang
The 28th International Conference on Artificial Neural Networks (ICANN 2019), pages 130-142, Munich, Germany, September 17-19, 2019.

Beyond Word Attention: Using Segment Attention in Neural Relation Extraction  |   
Bowen Yu, Zhenyu Zhang, Tingwen Liu*, Bin Wang, Sujian Li and Quangang Li
The 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), pages 5401-5407, Macao, China, August 10-16, 2019.
Acceptance rate: 850/4752=17.9%

ICNet: Incorporating Indicator Words and Contexts to Identify Functional Description Information  |   
Qu Liu, Zhenyu Zhang, Yanzeng Li, Tingwen Liu*, Diying Li, Jinqiao Shi
The 2019 International Joint Conference on Neural Networks (IJCNN 2019), pages 1-8, Budapest, Hungary, July 14-19, 2019.

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