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1. A Brief Survey of Text Mining: Classification, Clustering and Extraction Techniques (arxiv 20170702) Allahyari, Mehdi, et al. paper
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2. Efficient Vector Representation for Documents through Corruption (arxiv 20170702) Chen, Minmin. paper
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3. 从语义网到知识图谱——语义技术工程化的回顾与反思 鲍捷 url
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4. Causal Effect Inference with Deep Latent-Variable Models (arxiv 20170508) Louizos, Christos, et al. paper
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5. Learning Sentence Representation with Guidance of Human Attention (IJCAI 2017) Wang, Shaonan, Jiajun Zhang, and Chengqing Zong arXiv preprint arXiv:1609.09189 paper PaperWeekly 14期
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6. Learning Prototypical Event Structure from Photo Albums (ACL 2016) Antoine Bosselut, Jianfu Chen, David Warren, Hannaneh Hajishirzi, and Yejin Choi paper
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7. Zero-Shot Transfer Learning for Event Extraction (arxiv 2017) Lifu Huang, Heng Ji, Clare Voss and Kyunghyun Cho paper
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8. Liberal Event Extraction and Event Schema Induction (ACL 2016) Lifu Huang, Taylor Cassidy, Xiaocheng Feng, Heng Ji, Clare R Voss, Jiawei Han and Avirup Sil. paper ***
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9. A Language-Independent Neural Network for Event Detection (ACL 2016) Xiaocheng Feng, Lifu Huang, Duyu Tang, Bing Qin, Heng Ji and Ting Liu paper ***
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10. Optimized Event Storyline Generation based on Mixture-Event-Aspect Model (EMNLP 2013) Lifu Huang, Lian'en Huang paper
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11. Improving Event Extraction via Cross-Model Integration (ACM Multimedia'2017) Tongtao Zhang, Spencer Whitehead, Hanwang Zhang, Hongzhi Li, Joseph Ellis, Lifu Huang, Wei Liu, Heng Ji and Shih-Fu Chan
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12. Joint Extraction of Events and Entities within a Document Context (NAACL 2016) B. Yang and T. Mitchell paper
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13. Improving Feature-Based Biomedical Event Extraction System by IntegratingArgument Information (ACL 2017) Lishuang Li, Yiwen Wang, Degen Huang paper
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14. The stages of event extraction David Ahn
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15. Refining Event Extraction Through Cross-document Inference (ACL 2016 workshop) Yu Hong, Tongtao Zhang, Tim O'Gorman, Sharone Horowit-Hendler, Heng Ji and Martha Palmer paper
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16. Using cross-entity inference to improve event extraction (ACL 2011) Yu Hong Jianfeng Zhang Bin Ma Jianmin Yao Guodong Zhou Qiaoming Zhu paper
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17. Joint Event Extraction via Structured Prediction with Global Features (ACL 2013) Qi Li Heng Ji Liang Huang paper ***
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18. A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification (AAAI 2016) Shulin Liu, Kang Liu, Shizhu He, Jun Zhao paper
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19. Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks (ACL 2015) Yubo Chen, Liheng Xu, Kang Liu, Daojian Zeng and Jun Zhao paper material ***
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20. Leveraging FrameNet to Improve Automatic Event Detection (ACL 2016) Shulin Liu, Yubo Chen, Shizhu He, Kang Liu and Jun Zhao paper ***
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21. Modeling Skip-Grams for Event Detection with Convolutional Neural Networks (ACL 2016)Thien Huu Nguyen, Ralph Grishman paper ***
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22. Joint Event Extraction via Recurrent Neural Networks (ACL 2017) Thien Huu Nguyen, Kyunghyun Cho and Ralph Grishman paper code
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23. Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms (ACL 2017) Shulin Liu1, Yubo Chen, Kang Liu and Jun Zhao paper material
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24. Automatically Labeled Data Generation for Large Scale Event Extraction (ACL 2017) Yubo Chen, Shulin Liu , Xiang Zhang, Kang Liu and Jun Zhao paper ppt***
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25. English Event Detection With Translated Language Features (ACL 2017 short) Sam Wei, Igor Korostil, Joel Nothman and Ben Hachey.
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26. Determining Whether and When People Participate in the Events They Tweet About (ACL 2017) krishna sanagavarapu, Alakananda Vempala and Eduardo Blanco
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27. Twitinfo: aggregating and visualizing microblogs for event exploration (SIGCHI 2011) Marcus A, Bernstein M S, Badar O, et al paper
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28. Using document level cross-event inference to improve event extraction (ACL 2010) Liao S, Grishman R. paper
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29. Cross-document Event Extraction and Tracking:Task, Evaluation, Techniques and Challenges (RANLP 2009) paper
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30. Event Specific Multimodal Pattern Mining for Knowledge Base Construction (ACMMM 2016) Hongzhi Li, Joe Ellis, Heng Ji and Shih-Fu Chang paper
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31. Cross-media Event Extraction and Recommendation (NAACL-HLT 2016) Di Lu, Clare R. Voss, Fangbo Tao, Xiang Ren, Rachel Guan, Rostyslav Korolov, Tongtao Zhang, Dongang Wang, Hongzhi Li, Taylor Cassidy, Heng Ji, Shih-Fu Chang, Jiawei Han, William Wallace, James Hendler, Mei Si and Lance Kaplan paper demo
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32. Building a Cross-document Event-Event Relation Corpus (ACL 2016 workshop) Yu Hong, Tongtao Zhang, Tim O'Gorman, Sharone Horowit-Hendler, Heng Ji and Martha Palme paper data
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33. Discovering Concept-level Event Associations from a Text Stream (Natural Language Processing and Chinese Computing 2016) Tao Ge, Lei Cui, Heng Ji, Baobao Chang, Zhifang Sui and Ming Zhou paper
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34. Cross-genre Event Extraction with Knowledge Enrichment (NAACL-HLT 2016) Hao Li and Heng Ji slides paper
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35. A Comparison of Event Representations in DEFT (NAACL 2016) Ann Bies, Zhiyi Song, Jeremy Getman, Joe Ellis, Justin Mott, Stephanie Strassel, Martha Palmer, Teruko Mitamura, Marjorie Freedman, Heng Ji and Tim O'Gorman paper
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36. Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles (ACL 2015) Tao Ge, Wenzhe Pei, Heng Ji, Sujian Li, Baobao Chang and Zhifang Sui demo paper
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37. Cross-document Event Coreference Resolution based on Cross-media Features (EMNLP 2015) Tongtao Zhang, Hongzhi Li, Heng Ji and Shih-Fu Chang paper
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38. Knowledge Enrichment for Event Extraction from Tweets (CCICADA Technical Book) Hao Li and Heng Ji
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39. Incremental Learning from News Events (KBS 2015) Linmei Hu, Chao Shao, Juanzi Li and Heng Ji
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40. Seed-based Event Trigger Labeling: How far can event descriptions get us? (ACL 2015) Ofer Bronstein, Ido Dagan, Qi Li, Heng Ji and Anette Frank seed-list paper
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41. Social Event Extraction: Task, Challenges and Techniques (ASONAM 2015) Hao Li, Lin Zhao and Heng Ji paper *
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42. Knowledge Enrichment for Event Extraction (PHD thesis) Hao Lislides paper ***
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43. Joint Information Extraction (PHD thesis) Qi Li slides thesis ***
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44. EventCube: Multi-Dimensional Search and Mining of Structured and Text Data (KDD 2013 demo) Fangbo Tao, Kin Hou Lei, Jiawei Han, Chengxiang Zhai, Xiao Cheng, Marina Danielevsky, Nihit Desai, Bolin Ding, Jing Ge, Heng Ji, Rucha Kanade, Anne Kao, Qi Li, Yanen Li, Cindy Xide Lin, Jialiu Liu, Nikunj Oza, Ashok Srivastava, Rod Tjoelker, Chi Wang, Duo Zhang, Bo Zhao paper ***
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45. Exploiting Background Information Networks to Enhance Bilingual Event Extraction Through Topic Modeling (IMMM 2011) Hao Li, Heng Ji, Hongbo Deng and Jiawei Han paper***
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46. Domain-Independent Novel Event Discovery and Semi-Automatic Event Annotation (PACLIC 2010) Hao Li, Xiang Li, Heng Ji and Yuval Marton paper ***
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47.Annotating Event Chains for Carbon Sequestration Literature (LREC 2010) Heng Ji, Xiang paper ***
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48. Predicting Unknown Time Arguments based on Cross-event propagation (ACL-IJCNLP 2009) Prashant Gupta and Heng Ji paper
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49. Graph-based Event Coreference Resolution(ACL-IJCNLP 2009 workshop) Zheng Chen and Heng Ji paper
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50. Unsupervised Cross-lingual Predicate Cluster Acquisition to Improve Bi-lingual Event Extraction/Weakly-Supervised Cross-lingual Predicate Cluster Acquisition to Improve Bilingual Event Extraction ( HLT-NAACL 2009 workshop) Heng Ji paper ***
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51. Can One Language Bootstrap the Other: A Case Study on Event Extraction (HLT-NAACL 2009) Zheng Chen and Heng Ji paper
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52. Language Specific Issue and Feature Exploration in Chinese Event Extraction (HLT-NAACL 2009) Zheng Chen and Heng Ji paper
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53. Refining Event Extraction Through Unsupervised Cross-document Inference (ACL 2008) Heng Ji and Ralph Grishman*emsp;paper ***
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54. RBPB: Regularization-Based Pattern Balancing Method for Event Extraction (ACL 2016) Lei Sha; Jing Liu; Chin-Yew Lin; Sujian Li; Baobao Chang; Zhifang Sui paper ***
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55. Jointly Event Extraction and Visualization on Twitter via Probabilistic Modelling (ACL 2016) Deyu Zhou; Tianmeng Gao; Yulan He paper **
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56. Identifying Potential Adverse Drug Events in Tweets Using Bootstrapped Lexicons (ACL 2016 student research workshop) Eric Benzschawel paper
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57. Event Nugget Detection with Forward-Backward Recurrent Neural Networks (ACL 2016) Reza Ghaeini; Xiaoli Fern; Liang Huang; Prasad Tadepalli paper ***
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58. Temporal Anchoring of Events for the TimeBank Corpus (ACL 2017) Nils Reimers; Nazanin Dehghani; Iryna Gurevych paper **
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59. A Domain-independent Rule-based Framework for Event Extraction (ACL 2015) Marco A. Valenzuela-Escárcega; Gus Hahn-Powell; Mihai Surdeanu; Thomas Hicks paper *****
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60.Extracting Temporal and Causal Relations between Events (ACL 2014 student research workshop) Paramita Mirza paper ***
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61.A Simple Bayesian Modelling Approach to Event Extraction from Twitter (ACL 2014) Deyu Zhou; Liangyu Chen; Yulan He paper ***
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62. An Annotation Framework for Dense Event Ordering (ACL 2014) Taylor Cassidy; Bill McDowell; Nathanael Chambers; Steven Bethard paper ***
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63. Recognizing Identical Events with Graph Kernels (ACL 2013) paper *****
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64. HEADY: News headline abstraction through event pattern clustering (ACL 2013) Enrique Alfonseca; Daniele Pighin; Guillermo Garrido paper ***
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65. A Structured Distributional Semantic Model for Event Co-reference (ACL 2013) Kartik Goyal; Sujay Kumar Jauhar; Huiying Li; Mrinmaya Sachan; Shashank Srivastava; Eduard Hovy paper ***
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66. Extracting Events with Informal Temporal References in Personal Histories in Online Communities (ACL 2013) Miaomiao Wen; Zeyu Zheng; Hyeju Jang; Guang Xiang; Carolyn Penstein Rosé paper
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67. Detecting Event-Related Links and Sentiments from Social Media Texts (ACL 2013) paper
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68. Argument Inference from Relevant Event Mentions in Chinese Argument Extraction (ACL 2013) Peifeng Li; Qiaoming Zhu; Guodong Zhou paper ***
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69. Generative Event Schema Induction with Entity Disambiguation (ACL 2015) Kiem-Hieu Nguyen; Xavier Tannier; Olivier Ferret; Romaric Besançon paper ***
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70. Storybase: Towards Building a Knowledge Base for News Events (ACL 2015) Zhaohui Wu; Chen Liang; C. Lee Giles paper *****
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71. Disease Event Detection based on Deep Modality Analysis ( ACL-IJCNLP 2015 Student Research Workshop) Yoshiaki Kitagawa; Mamoru Komachi; Eiji Aramaki; Naoaki Okazaki; Hiroshi Ishikawa paper
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72. Event Detection and Domain Adaptation with Convolutional Neural Networks (ACL 2015) Thien Huu Nguyen; Ralph Grishman paper ***
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73. Bilingual Event Extraction: a Case Study on Trigger Type Determination? (ACL 2014) Zhu Zhu; Shoushan Li; Guodong Zhou; Rui Xia paper ***
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74. Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles (ACL 2015) Tao Ge; Wenzhe Pei; Heng Ji; Sujian Li; Baobao Chang; Zhifang Sui paper
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75. Real-Time Detection, Tracking, and Monitoring of Automatically Discovered Events in Social Media (2014 ACL System demonstrations) Miles Osborne; Sean Moran; Richard McCreadie; Alexander Von Lunen; Martin Sykora; Elizabeth Cano; Neil Ireson; Craig Macdonald; Iadh Ounis; Yulan He; Tom Jackson; Fabio Ciravegna; Ann O'Brien paper
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76. Modelling Events through Memory-based, Open-IE Patterns for Abstractive Summarization (ACL 2014 ) Daniele Pighin; Marco Cornolti; Enrique Alfonseca; Katja Filippova paper
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77. Toward Future Scenario Generation: Extracting Event Causality Exploiting Semantic Relation, Context, and Association Features (ACL 2014 ) Chikara Hashimoto; Kentaro Torisawa; Julien Kloetzer; Motoki Sano; István Varga; Jong-Hoon Oh; Yutaka Kidawara paper
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78. Cross-narrative Temporal Ordering of Medical Events (ACL 2014) Preethi Raghavan; Eric Fosler-Lussier; Noémie Elhadad; Albert M. Lai paper
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79. Event Detection and Co-reference with Minimal Supervision (EMNLP 2016) Haoruo Peng; Yangqiu Song; Dan Roth paper ***
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80. A Brief Survey of Text Mining: Classification, Clustering and Extraction Techniques (Arxiv 20170701) paper ***
- 1.Review: Textual Relation Extraction (Journal of Electronics [Chinese] 2016) Xiaocheng Feng, Duyu Tang, Bing Qin, Ting Liu
- 2.Effective Deep Memory Networks for Distant Supervised Relation Extraction (IJCAI 2017) Xiaocheng Feng, Jiang Guo, Bing Qin, Ting Liu, Yongjie Liu