ACL2020信息抽取相關論文彙總

一、 Entity 相關

（NER & Entity Typing & Entity Linking）主要涉及詞彙增強、低資源、跨領域、跨語言、多模態、表示學習。

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 相關

主要涉及聯合抽取、可解釋、zero-shot、開放領域抽取、文檔級抽取。

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相關

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/

源自：https://github.com/loujie0822/DeepIE/blob/master/docs/ACL2020%E4%BF%A1%E6%81%AF%E6%8A%BD%E5%8F%96%E7%9B%B8%E5%85%B3%E8%AE%BA%E6%96%87%E6%B1%87%E6%80%BB.md