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ACL2020信息抽取相关论文汇总

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#### 一、 Entity 相关
（NER & Entity Typing & Entity Linking）主要涉及词汇增强、低资源、跨领域、跨语言、多模态、表示学习。
1. **A Unified MRC Framework for Named Entity Recognition**
Xiaoya Li, Jingrong Feng, Yuxian Meng, Qinghong Han, Fei Wu and Jiwei Li
https://arxiv.org/pdf/1910.11476.pdf
2. **Bipartite Flat-Graph Network for Nested Named Entity Recognition**
Ying Luo and Hai Zhao
https://arxiv.org/pdf/2005.00436.pdf
3. **Code and Named Entity Recognition in StackOverflow**
Jeniya Tabassum, Mounica Maddela, Wei Xu and Alan Ritter
https://arxiv.org/pdf/2005.01634v1.pdf
4. **Empower Entity Set Expansion via Language Model Probing**
Yunyi Zhang, Jiaming Shen, Jingbo Shang and Jiawei Han
https://arxiv.org/pdf/2004.13897.pdf
5. **From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains**
Jan-Christoph Klie, Richard Eckart de Castilho and Iryna Gurevych
6. **Hierarchical Entity Typing via Multi-level Learning to Rank**
Tongfei Chen, Yunmo Chen and Benjamin Van Durme
https://arxiv.org/pdf/2004.02286.pdf
7. **Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer**
Jianfei Yu, Jing Jiang, Li Yang and Rui Xia
8. **Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference**
Jing Wang, Mayank Kulkarni and Daniel Preotiuc-Pietro
http://www.preotiuc.ro/papers/multidomainner20acl.pdf
9. **Named Entity Recognition without Labelled Data: A Weak Supervision Approach**
Pierre Lison, Jeremy Barnes, Aliaksandr Hubin and Samia Touileb
https://arxiv.org/pdf/2004.14723.pdf
10. **Neighborhood Matching Network for Entity Alignment**
Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang and Dongyan Zhao
https://arxiv.org/pdf/2005.05607.pdf
11. **Pyramid: A Layered Model for Nested Named Entity Recognition**
Jue Wang, Lidan Shou, Ke Chen and Gang Chen
12. **Sources of Transfer in Multilingual Named Entity Recognition**
David Mueller, Nicholas Andrews and Mark Dredze
https://arxiv.org/pdf/2005.00847.pdf
13. **Temporally-Informed Analysis of Named Entity Recognition**
Shruti Rijhwani and Daniel Preotiuc-Pietro
http://www.preotiuc.ro/papers/temporalner20acl.pdf
14. **Improving Entity Linking through Semantic Reinforced Entity Embeddings**
Feng Hou, Ruili Wang, Jun He and Yi Zhou\
15. **Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling**
Canasai Kruengkrai, Thien Hai Nguyen, Sharifah Mahani Aljunied and Lidong Bing
16. **Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition**
Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi, Sho Yokoi, Tatsuki Kuribayashi, Ryuto Konno and Kentaro Inui
https://arxiv.org/pdf/2004.14514.pdf
17. **Named Entity Recognition as Dependency Parsing**
Juntao Yu, Bernd Bohnet and Massimo Poesio
https://arxiv.org/pdf/2005.07150.pdf
18. **Soft Gazetteers for Low-Resource Named Entity Recognition**
Shruti Rijhwani, Shuyan Zhou, Graham Neubig and Jaime Carbonell
https://arxiv.org/pdf/2005.01866.pdf
19. **TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition**
Bill Yuchen Lin, Dong-Ho Lee, Ming Shen, Ryan Moreno, Xiao Huang, Prashant Shiralkar and Xiang Ren
https://arxiv.org/pdf/2004.07493.pdf
20. **Connecting Embeddings for Knowledge Graph Entity Typing**
Yu Zhao, anxiang zhang, Ruobing Xie, Kang Liu and Xiaojie WANG
21. **An Effective Transition-based Model for Discontinuous NER**
Xiang Dai, Sarvnaz Karimi, Ben Hachey and Cecile Paris
https://arxiv.org/pdf/2004.13454.pdf
22. **Multi-Cell Compositional LSTM for NER Domain Adaptation**
Chen Jia and Yue Zhang
23. **Simplify the Usage of Lexicon in Chinese NER**
Ruotian Ma, Minlong Peng, Qi Zhang, Zhongyu Wei and Xuanjing Huang
https://arxiv.org/pdf/1908.05969.pdf
24. **Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language**
Qianhui Wu, Zijia Lin, Börje Karlsson, Jian-Guang Lou and Biqing Huang
https://arxiv.org/pdf/2004.12440.pdf
25. **FLAT: Chinese NER Using Flat-Lattice Transformer**
Xiaonan Li, Hang Yan, Xipeng Qiu and Xuanjing Huang
https://arxiv.org/pdf/2004.11795.pdf
#### 二、Relation 相关
主要涉及联合抽取、可解释、zero-shot、开放领域抽取、文档级抽取。
1. **A Novel Cascade Binary Tagging Framework for Relational Triple Extraction**
Zhepei Wei, Jianlin Su, Yue Wang, Yuan Tian and Yi Chang
https://arxiv.org/pdf/1909.03227.pdf
2. **Dialogue-Based Relation Extraction**
Dian Yu, Kai Sun, Claire Cardie and Dong Yu
https://arxiv.org/pdf/2004.08056.pdf
3. **Exploiting the Syntax-Model Consistency for Neural Relation Extraction**
Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou and Thien Huu Nguyen
https://ix.cs.uoregon.edu/~thien/pubs/relation-acl20.pdf
4. **In Layman’s Terms: Semi-Open Relation Extraction from Scientific Texts**
Ruben Kruiper, Julian Vincent, Jessica Chen-Burger, Marc Desmulliez and Ioannis Konstas
https://arxiv.org/pdf/2005.07751.pdf
5. **Probing Linguistic Features of Sentence-Level Representations in Relation Extraction**
Christoph Alt, Aleksandra Gabryszak and Leonhard Hennig
https://arxiv.org/pdf/2004.08134.pdf
6. **Rationalizing Medical Relation Prediction from Corpus-level Statistics**
Zhen Wang, Jennifer Lee, Simon Lin and Huan Sun
https://arxiv.org/pdf/2005.00889.pdf
7. **Reasoning with Latent Structure Refinement for Document-Level Relation Extraction**
Guoshun Nan, Zhijiang Guo, Ivan Sekulic and Wei Lu
https://arxiv.org/pdf/2005.06312.pdf
8. **Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents**
Daoyuan Chen, Yaliang Li, Kai Lei and Ying Shen
https://arxiv.org/pdf/2004.09930.pdf
9. **TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task**
Christoph Alt, Aleksandra Gabryszak and Leonhard Hennig
https://arxiv.org/pdf/2004.14855.pdf
10. **Towards Understanding Gender Bias in Relation Extraction**
Andrew Gaut, Tony Sun, Shirlyn Tang, Yuxin Huang, Jing Qian, Mai ElSherief, Jieyu Zhao, Diba Mirza, Elizabeth Belding, Kai-Wei Chang and William Yang Wang
https://arxiv.org/pdf/1911.03642.pdf
11. **ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages**
Colin Lockard, Prashant Shiralkar, Xin Luna Dong and Hannaneh Hajishirzi
https://arxiv.org/pdf/2005.07105.pdf
12. **Relation Extraction with Explanation**
Hamed Shahbazi, Xiaoli Fern, Reza Ghaeini and Prasad Tadepalli
13. **Revisiting Unsupervised Relation Extraction**
Thy Thy Tran, Phong Le and Sophia Ananiadou
https://arxiv.org/pdf/2005.00087.pdf
#### 三、Event相关
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
#### Reference
https://acl2020.org/program/accepted/