放假前看到了实体链接相关的一篇文章，节前已经给大家分享。开工了，也想花点时间着重看下近些年来实体链接这个任务目前的技术发展脉络，所以去各个顶会收集了一些论文，整理如下，大家参考~
一、2021
1、LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking
会议：ACL 2021
作者：Hang Jiang, Sairam Gurajada, Qiuhao Lu, Sumit Neelam, Lucian Popa, Prithviraj Sen, Yunyao Li, Alexander Gray
链接：aclanthology.org/2021.acl-lo…
2、MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network
会议：ACL 2021
作者：Nicholas FitzGerald, Dan Bikel, Jan Botha, Daniel Gillick, Tom Kwiatkowski, Andrew McCallum
链接：aclanthology.org/2021.acl-sh…
3、Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking
会议：ACL 2021
作者：Fangyu Liu, Ivan Vulić, Anna Korhonen, Nigel Collier
链接：aclanthology.org/2021.acl-sh…
4、Read, Retrospect, Select: An MRC Framework to Short Text Entity Linking
会议：AAAI 2021
作者：Yingjie Gu, Xiaoye Qu, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan, Xiaolin Gui
5、A Bidirectional Multi-paragraph Reading Model for Zero-shot Entity Linking
会议：AAAI 2021
作者：Hongyin Tang, Xingwu Sun, Beihong Jin, Fuzheng Zhang
6、A Lightweight Neural Model for Biomedical Entity Linking
会议：AAAI 2021
作者：Lihu Chen,Gael Varoquaux,Fabian M. Suchanek
7、Low-Rank Subspaces for Unsupervised Entity Linking
会议：EMNLP 2021
作者：Akhil Arora, Alberto Garcia-Duran, Robert West
链接：aclanthology.org/2021.emnlp-…
8、Highly Parallel Autoregressive Entity Linking with Discriminative Correction
会议：EMNLP 2021
作者：Nicola De Cao, Wilker Aziz, Ivan Titov
链接：aclanthology.org/2021.emnlp-…
9、Named Entity Recognition for Entity Linking: What Works and What's Next
会议：EMNLP 2021
作者：Simone Tedeschi, Simone Conia, Francesco Cecconi and Roberto Navigli
链接：aclanthology.org/2021.findin…
10、BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks
会议：EMNLP 2021
作者：Tuan Lai, Heng Ji, ChengXiang Zhai
链接：aclanthology.org/2021.findin…
11、 Clustering-based Inference for Biomedical Entity Linking
会议：NAACL 2021
作者：Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav, Andrew McCallum
链接：aclanthology.org/2021.naacl-…
12、 Goodwill Hunting: Analyzing and Repurposing Off-the-Shelf Named Entity Linking Systems
会议：NAACL 2021
作者：Karan Goel, Laurel Orr, Nazneen Fatema Rajani, Jesse Vig, Christopher Ré
链接：aclanthology.org/2021.naacl-…
二、2020
1、From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains
会议：ACL 2020
作者：Jan-Christoph Klie, Richard Eckart de Castilho, Iryna Gurevych
链接：aclanthology.org/2020.acl-ma…
2、Improving Entity Linking through Semantic Reinforced Entity Embeddings
会议：ACL 2020
作者：Feng Hou, Ruili Wang, Jun He, Yi Zhou
链接：aclanthology.org/2020.acl-ma…
3、Improving Entity Linking by Modeling Latent Entity Type Information
会议：AAAI 2020
作者：Shuang Chen, Jinpeng Wang, Feng Jiang, Chin-Yew Lin
4、LATTE: Latent Type Modeling for Biomedical Entity Linking
会议：AAAI 2020
作者：Ming Zhu, Busra Celikkaya, Parminder Bhatia, Chandan K. Reddy
5、A Recurrent Model for Collective Entity Linking with Adaptive Features
会议：AAAI 2020
作者：Xiaoling Zhou, Yukai Miao, Wei Wang, Jianbin Qin
6、Fine-Grained Entity Typing for Domain Independent Entity Linking
会议：AAAI 2020
作者：Yasumasa Onoe, Greg Durrett
7、COMETA: A Corpus for Medical Entity Linking in the Social Media
会议：EMNLP 2020
作者：Marco Basaldella, Fangyu Liu, Ehsan Shareghi and Nigel Collier
链接：aclanthology.org/2020.emnlp-…
8、Scalable Zero-shot Entity Linking with Dense Entity Retrieval
会议：EMNLP 2020
作者：Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel and Luke Zettlemoyer
链接：aclanthology.org/2020.emnlp-…
9、Entity Linking in 100 Languages
会议：EMNLP 2020
作者：Jan A. Botha, Zifei Shan and Daniel Gillick
链接：aclanthology.org/2020.emnlp-…
10、Design Challenges in Low-resource Cross-lingual Entity Linking
会议：EMNLP 2020
作者：Xingyu Fu, Weijia Shi, Xiaodong Yu, Zian Zhao and Dan Roth
链接：aclanthology.org/2020.emnlp-…
11、Efficient One-Pass End-to-End Entity Linking for Questions
会议：EMNLP 2020
作者：Belinda Z. Li, Sewon Min, Srinivasan Iyer, Yashar Mehdad and Wen-tau Yih
链接：aclanthology.org/2020.emnlp-…
三、2019
1、Boosting Entity Linking Performance by Leveraging Unlabeled Documents
会议：ACL 2019
作者：Phong Le, Ivan Titov
2、Zero-Shot Entity Linking by Reading Entity Descriptions
会议：ACL 2019
作者：Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Jacob Devlin, Honglak Lee
3、Distant Learning for Entity Linking with Automatic Noise Detection
会议：ACL 2019
作者：Phong Le, Ivan Titov
4、Zero-shot Neural Transfer for Cross-lingual Entity Linking
会议：AAAI 2019
作者：Shruti Rijhwani, Jiateng Xie, Graham Neubig, Jaime Carbonell
5、Fine-Grained Evaluation for Entity Linking
会议：EMNLP 2019
作者：Henry Rosales-Méndez, Aidan Hogan, Barbara Poblete
6、Learning Dynamic Context Augmentation for Global Entity Linking
会议：EMNLP 2019
作者：Xiyuan Yang, Xiaotao Gu, Sheng Lin, Siliang Tang, Yueting Zhuang, Fei Wu, Zhigang Chen, Guoping Hu, Xiang Ren
7、Improving Fine-grained Entity Typing with Entity Linking
会议：EMNLP 2019
作者：Hongliang Dai, Donghong Du, Xin Li, Yangqiu Song
8、What do Entity-Centric Models Learn? Insights from Entity Linking in Multi-Party Dialogue
会议：NAACL 2019
作者：Laura Aina, Carina Silberer, Ionut-Teodor Sorodoc, Matthijs Westera, Gemma Boleda
四、2018
1、Improving Entity Linking by Modeling Latent Relations between Mentions
会议：ACL 2018
作者：Phong Le, Ivan Titov
2、Cross-Lingual Entity Linking for Web Tables
会议：AAAI 2018
作者：Xusheng Luo, Kangqi Luo, Xianyang Chen, Kenny Q. Zhu
3、DeepType: Multilingual Entity Linking by Neural Type System Evolution
会议：AAAI 2018
作者：Jonathan Raiman, Olivier Raiman
4、Neural Cross-Lingual Entity Linking
会议：AAAI 2018
作者：Avirup Sil, Gourab Kundu, Radu Florian, Wael Hamza
5、Effective Use of Context in Noisy Entity Linking
会议：EMNLP 2018
作者：David Mueller, Greg Durrett
6、Entity Linking within a Social Media Platform: A Case Study on Yelp
会议：EMNLP 2018
作者：Hongliang Dai, Yangqiu Song, Liwei Qiu, Rijia Liu
7、Joint Multilingual Supervision for Cross-lingual Entity Linking
会议：EMNLP 2018
作者：Shyam Upadhyay, Nitish Gupta, Dan Roth
8、SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification
会议：EMNLP 2018
作者：Farhad Nooralahzadeh, Lilja Øvrelid
9、Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification
会议：EMNLP 2018
作者：Motoki Taniguchi, Tomoki Taniguchi, Takumi Takahashi, Yasuhide Miura, Tomoko Ohkuma
10、ELDEN: Improved Entity Linking Using Densified Knowledge Graphs
会议：NAACL 2018
作者：Priya Radhakrishnan, Partha Talukdar, Vasudeva Varma
11、Neural Collective Entity Linking
会议：COLING 2018
作者：Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu
12、Systematic Study of Long Tail Phenomena in Entity Linking
会议：COLING 2018
作者：Filip Ilievski, Piek Vossen, Stefan Schlobach
13、They Exist! Introducing Plural Mentions to Coreference Resolution and Entity Linking
会议：COLING 2018
作者：Ethan Zhou, Jinho D. Choi
五、2017
1、List-only Entity Linking
会议：ACL 2017
作者：Ying Lin, Chin-Yew Lin, Heng Ji
2、Entity Linking for Queries by Searching Wikipedia Sentences
会议：EMNLP 2017
作者：Chuanqi Tan, Furu Wei, Pengjie Ren, Weifeng Lv, Ming Zhou
3、Entity Linking via Joint Encoding of Types, Descriptions, and Context
会议：EMNLP 2017
作者：Nitish Gupta, Sameer Singh, Dan Roth
六、近两年一些Survey
1、Neural Entity Linking: A Survey of Models Based on Deep Learning
2、Entity Linking Meets Deep Learning: Techniques and Solutions
链接：ieeexplore.ieee.org/abstract/do…
3、Towards holistic Entity Linking: Survey and directions
链接：www.sciencedirect.com/science/art…
4、Survey on English Entity Linking on Wikidata
参考资料
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