DeepIE/docs/事件抽取论文汇总.md

2020

1. Cross-media Structured Common Space for Multimedia Event Extraction Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji and Shih-Fu Chang

   https://arxiv.org/pdf/2005.02472.pdf

2. Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding Xinya Du and Claire Cardie

   https://arxiv.org/abs/2005.06579

3. Improving Event Detection via Open-domain Trigger Knowledge Meihan Tong, Bin Xu, Shuai Wang, Yixin Cao, Lei Hou, Juanzi Li and Jun Xie

4. A Two-Step Approach for Implicit Event Argument Detection Zhisong Zhang, Xiang Kong, Zhengzhong Liu, Xuezhe Ma and Eduard Hovy

   https://www.aclweb.org/anthology/W16-1618.pdf

5. Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation Aakanksha Naik and Carolyn Rose

2019

1. Cost-sensitive Regularization for Label Confusion-aware Event Detection by Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun (Github)

2. Exploiting a More Global Context for Event Detection Through Bootstrapping by Dorian Kodelja, Romaric Besançon, Olivier Ferret

3. Context awareness and embedding for biomedical event extraction by Shankai Yan, Ka-Chun Wong

4. Biomedical Event Extraction based on Knowledge-driven Tree-LSTM by Diya Li, Lifu Huang, Heng Ji, Jiawei Han

5. Exploiting the Ground-Truth: An Adversarial Imitation Based Knowledge Distillation Approach for Event Detection by Jian Liu, Yubo Chen, Kang Liu

6. Joint Entity and Event Extraction with Generative Adversarial Imitation Learning by Tongtao Zhang, Heng Ji, Avirup Sil

7. Event Detection using Hierarchical Multi-Aspect Attention by Sneha Mehta, Mohammad Raihanul Islam, Huzefa Rangwala, Naren Ramakrishnan (Github)

8. Extracting Entities and Events as a Single Task Using a Transition-Based Neural Model by Junchi Zhang, Yanxia Qin, Yue Zhang, Mengchi Liu, Donghong Ji

9. Leveraging Multi-head Attention Mechanism to Improve Event Detection by Meihan Tong, Bin Xu, Lei Hou, Juanzi Li, Shuai Wang

10. Using Mention Segmentation to Improve Event Detection with Multi-head Attention by Jiali Chen, Yu Hong, Jingli Zhang, and Jianmin Yao

11. Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning by Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun

12. Detecting Subevents using Discourse and Narrative Features by Mohammed Aldawsari, Mark Finlayson

13. Cost-sensitive Regularization for Label Confusion-aware Event Detection by Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun

14. Exploring Pre-trained Language Models for Event Extraction and Generation by Sen Yang, Dawei Feng, Linbo Qiao, Zhigang Kan, Dongsheng Li

15. Open Event Extraction from Online Text using a Generative Adversarial Network by Rui Wang, Deyu ZHOU, Yulan He

16. Cross-lingual Structure Transfer for Relation and Event Extraction by Ananya Subburathinam, Di Lu, Heng Ji, Jonathan May, Shih-Fu Chang, Avirup Sil, Clare Voss

17. Event Detection with Trigger-Aware Lattice Neural Network by Ning Ding, Ziran Li, Zhiyuan Liu, Haitao Zheng, Zibo Lin (Github)

18. Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction by Rujun Han, Qiang Ning, Nanyun Peng (Github)

19. HMEAE: Hierarchical Modular Event Argument Extraction by Xiaozhi Wang, Ziqi Wang, Xu Han, Zhiyuan Liu, Juanzi Li, Peng Li, Maosong Sun, Jie Zhou, Xiang Ren (Github)

20. Entity, Relation, and Event Extraction with Contextualized Span Representations by David Wadden, Ulme Wennberg, Yi Luan, Hannaneh Hajishirzi (Github)

2018

1. Similar but not the Same: Word Sense Disambiguation Improves Event Detection via Neural Representation Matching by Weiyi Lu, Thien Huu Nguyen

2. Exploiting Contextual Information via Dynamic Memory Network for Event Detection by Shaobo Liu, Rui Cheng, Xiaoming Yu, Xueqi Cheng (Github)

3. Nugget Proposal Networks for Chinese Event Detection by Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun (Github)

4. Extracting Biomedical Events with Parallel Multi-Pooling Convolutional Neural Networks by Lishuang Li ; Yang Liu ; Meiyue Qin

5. Jointly Extracting Event Triggers and Arguments by Dependency-Bridge RNN and Tensor-Based Argument Interaction by Lei Sha, Feng Qian, Baobao Chang, Zhifang Sui

6. Learning Target-Dependent Sentence Representations for Chinese Event Detection by Wenbo Zhang, Xiao Ding, Ting Liu

7. One for All: Neural Joint Modeling of Entities and Events by Trung Minh Nguyen, Thien Huu Nguyen

8. Empower event detection with bi-directional neural language model by Yunyan Zhang , Guangluan Xu , Yang Wang, Xiao Liang, Lei Wang, Tinglei Huang

9. Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation by Xiao Liu, Zhunchen Luo, Heyan Huang (Github)

10. Graph Convolutional Networks With Argument-Aware Pooling for Event Detection by Thien Huu Nguyen, Ralph Grishman

11. Chinese Event Recognition via Ensemble Model by Wei Liu, Zhenyu Yang, Zongtian Liu

12. A neural network based Event extraction system for Indian languages by Alapan Kuila, Sarath chandra Bussa, Sudeshna Sarkar

13. 5W1H Information Extraction with CNN-Bidirectional LSTM by A Nurdin1, N U Maulidevi

14. Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection by Yu Hong, Wenxuan Zhou, Jingli Zhang, Guodong Zhou, Qiaoming Zhu (Github)

15. Event Detection via Recurrent Neural Networkand Argument Prediction by Wentao Wu, Xiaoxu Zhu, Jiaming Tao, and Peifeng Li

16. Event Detection with Neural Networks: A Rigorous Empirical Evaluation by J. Walker Orr, Prasad Tadepalli, Xiaoli Fern

17. Using Entity Relation to Improve Event Detection via Attention Mechanism by Jingli Zhang, Wenxuan Zhou, Yu Hong, Jianmin Yao, Min Zhang

18. Event Extraction with Deep Contextualized Word Representation and Multi-attention Layer by Ruixue Ding, Zhoujun Li

19. Chinese Event Extraction Based on Attention and Semantic Features: A Bidirectional Circular Neural Network by Yue Wu; Junyi Zhang20. Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention by Yue Zhao, Xiaolong Jin, Yuanzhuo Wang, Xueqi Cheng

20. Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms by Yubo Chen, Hang Yang, Kang Liu, Jun Zhao, Yantao Jia

21. Event Detection via Gated Multilingual Attention Mechanism by Jian Liu, Yubo Chen1, Kang Liu, Jun Zhao

22. Prior Knowledge Integrated with Self-attention for Event Detection by Yan Li, Chenliang Li, Weiran Xu, Junliang Li

Reference

https://github.com/WindChimeRan/NREPapers2019#naacl-2019