Fetching the paper…
Reading the bibliography…
In this work, we present an entity linking model which combines a Transformer architecture with large scale pretraining from Wikipedia links.
Learning distributed representations of texts and entities from knowledge base
Ikuya Yamada, Hiroyuki Shindo, Hideaki Takeda, and Yoshiyasu Takefuji · 2005
Earlier work this paper cites.
Using encyclopedic knowledge for named entity disambiguation
Razvan Bunescu and Marius Pasca · 2006
Earlier work this paper cites.
Wikify! linking documents to encyclopedic knowledge
Rada Mihalcea and Andras Csomai · 2007
Earlier work this paper cites.
Overview of the tac 2010 knowledge base population track
Heng Ji, Ralph Grishman, Hoa Trang Dang, Kira Griffitt, and Joe Ellis · 2010
Earlier work this paper cites.
Robust disambiguation of named entities in text
Johannes Hoffart, Mohamed Amir Yosef, Ilaria Bordino, Hagen Fürstenau, Manfred Pinkal, Marc Spaniol, Bilyana Taneva, Stefan Thater, and Gerhard Weikum · 2011
Earlier work this paper cites.
Noise-contrastive estimation of unnormalized statistical models, with applications to natural image statistics
Michael U Gutmann and Aapo Hyvärinen · 2012
Earlier work this paper cites.
Relational inference for wikification
Xiao Cheng and Dan Roth · 2013
Earlier work this paper cites.
Improving efficiency and accuracy in multilingual entity extraction
Joachim Daiber, Max Jakob, Chris Hokamp, and Pablo N Mendes · 2013
Earlier work this paper cites.
Learning word embeddings efficiently with noise-contrastive estimation
Andriy Mnih and Koray Kavukcuoglu · 2013
Earlier work this paper cites.
Re-ranking for joint named-entity recognition and linking
Avirup Sil and Alexander Yates · 2013
Earlier work this paper cites.
Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2014
Earlier work this paper cites.
From tagme to wat: a new entity annotator
Francesco Piccinno and Paolo Ferragina · 2014
Earlier work this paper cites.
Entity disambiguation with web links
Andrew Chisholm and Ben Hachey · 2015
Cited alongside, same era.
Joint entity recognition and disambiguation
Gang Luo, Xiaojiang Huang, Chin-Yew Lin, and Zaiqing Nie · 2015
Cited alongside, same era.
Personalized page rank for named entity disambiguation
Maria Pershina, Yifan He, and Ralph Grishman · 2015
Cited alongside, same era.
Probabilistic bag-of-hyperlinks model for entity linking
Octavian-Eugen Ganea, Marina Ganea, Aurelien Lucchi, Carsten Eickhoff, and Thomas Hofmann · 2016
Cited alongside, same era.
Collective entity resolution with multi-focal attention
Amir Globerson, Nevena Lazic, Soumen Chakrabarti, Amarnag Subramanya, Michael Ringaard, and Fernando Pereira · 2016
Cited alongside, same era.
Learning recurrent span representations for extractive question answering
Kenton Lee, Shimi Salant, Tom Kwiatkowski, Ankur Parikh, Dipanjan Das, and Jonathan Berant · 2016
End-to-End neural entity linking
Nikolaos Kolitsas, Octavian-Eugen Ganea, and Thomas Hofmann · 2018
Later among the works it cites.
Elden: Improved entity linking using densified knowledge graphs
Priya Radhakrishnan, Partha Talukdar, and Vasudeva Varma · 2018
Later among the works it cites.
Deeptype: multilingual entity linking by neural type system evolution
Jonathan Raphael Raiman and Olivier Michel Raiman · 2018
Later among the works it cites.
Neural cross-lingual entity linking
Avirup Sil, Gourab Kundu, Radu Florian, and Wael Hamza · 2018
Later among the works it cites.
Investigating entity knowledge in bert with simple neural end-to-end entity linking
Samuel Broscheit · 2019
Later among the works it cites.
Learning dense representations for entity retrieval
Daniel Gillick, Sayali Kulkarni, Larry Lansing, Alessandro Presta, Jason Baldridge, Eugene Ie, and Diego Garcia-Olano · 2019
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Cross-lingual wikification using multilingual embeddings
Chen-Tse Tsai and Dan Roth · 2016
Cited alongside, same era.
Joint learning of the embedding of words and entities for named entity disambiguation
Ikuya Yamada, Hiroyuki Shindo, Hideaki Takeda, and Yoshiyasu Takefuji · 2016
Cited alongside, same era.
Entity linking via joint encoding of types, descriptions, and context
Nitish Gupta, Sameer Singh, and Dan Roth · 2017
Cited alongside, same era.
Sling: A framework for frame semantic parsing
Michael Ringgaard, Rahul Gupta, and Fernando CN Pereira · 2017
Cited alongside, same era.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
Cited alongside, same era.
Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2018
Cited alongside, same era.
Later among the works it cites.
Zero-shot entity linking by reading entity descriptions
Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Jacob Devlin, and Honglak Lee · 2019
Later among the works it cites.
Knowledge enhanced contextual word representations
Matthew E Peters, Mark Neumann, IV Logan, L Robert, Roy Schwartz, Vidur Joshi, Sameer Singh, and Noah A Smith · 2019
Later among the works it cites.
Zero-shot entity linking with dense entity retrieval
Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, and Luke Zettlemoyer · 2019
Later among the works it cites.
Entities as experts: Sparse memory access with entity supervision
Thibault Févry, Livio Baldini Soares, Nicholas FitzGerald, Eunsol Choi, and Tom Kwiatkowski · 2020
Closest in time.
Learning cross-context entity representations from text
Jeffrey Ling, Nicholas FitzGerald, Zifei Shan, Livio Baldini Soares, Thibault Févry, David Weiss, and Tom Kwiatkowski · 2020
Closest in time.