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Modern entity linking systems rely on large collections of documents specifically annotated for the task (e.g., AIDA CoNLL).
Binary Codes Capable of Correcting Deletions, Insertions and Reversals
V. I. Levenshtein. 1966 · 1966
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Discriminative reranking for natural language parsing
Michael Collins and Terry Koo. 2005 · 2005
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Guiding semi-supervision with constraint-driven learning
Ming-Wei Chang, Lev Ratinov, and Dan Roth. 2007 · 2007
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Learning to link with wikipedia
David Milne and Ian H Witten. 2008 · 2008
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Entity-driven rewrite for multi-document summarization
Ani Nenkova. 2008 · 2008
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Graphical models, exponential families, and variational inference
Martin J Wainwright, Michael I Jordan, et al. 2008 · 2008
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Content modeling using latent permutations
Harr Chen, SRK Branavan, Regina Barzilay, and David R Karger. 2009 · 2009
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Distant supervision for relation extraction without labeled data
Mike Mintz, Steven Bills, Rion Snow, and Dan Jurafsky. 2009 · 2009
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Modeling relations and their mentions without labeled text
Sebastian Riedel, Limin Yao, and Andrew McCallum. 2010 · 2010
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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 · 2011
Cited alongside, same era.
Knowledge-based weak supervision for information extraction of overlapping relations
Raphael Hoffmann, Congle Zhang, Xiao Ling, Luke Zettlemoyer, and Daniel S. Weld. 2011 · 2011
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Wikilinks: A large-scale cross-document coreference corpus labeled via links to wikipedia
Sameer Singh, Amarnag Subramanya, Fernando Pereira, and Andrew McCallum. 2012 · 2012
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Multi-instance multi-label learning for relation extraction
Mihai Surdeanu, Julie Tibshirani, Ramesh Nallapati, and Christopher D Manning. 2012 · 2012
Cited alongside, same era.
Relational inference for wikification
Xiao Cheng and Dan Roth. 2013 · 2013
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Facc1: Freebase annotation of clueweb corpora
Plato: A selective context model for entity resolution
Nevena Lazic, Amarnag Subramanya, Michael Ringgaard, and Fernando Pereira. 2015 · 2015
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Language and domain independent entity linking with quantified collective validation
Han Wang, Jin Guang Zheng, Xiaogang Ma, Peter Fox, and Heng Ji. 2015 · 2015
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Collective entity resolution with multi-focal attention
Amir Globerson, Nevena Lazic, Soumen Chakrabarti, Amarnag Subramanya, Michael Ringaard, and Fernando Pereira. 2016 · 2016
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Robust named entity disambiguation with random walks
Zhaochen Guo and Denilson Barbosa. 2016 · 2016
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Joint learning of the embedding of words and entities for named entity disambiguation
Ikuya Yamada, Hiroyuki Shindo, Hideaki Takeda, and Yoshiyasu Takefuji. 2016 · 2016
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Deep joint entity disambiguation with local neural attention
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Evgeniy Gabrilovich, Michael Ringgaard, and Amarnag Subramanya. 2013 · 2013
Cited alongside, same era.
Entity disambiguation with web links
Andrew Chisholm and Ben Hachey. 2015 · 2015
Cited alongside, same era.
Distant supervision for entity linking
Miao Fan, Qiang Zhou, and Thomas Fang Zheng. 2015 · 2015
Cited alongside, same era.
Local and global algorithms for disambiguation to wikipedia
Lev Ratinov, Dan Roth, Doug Downey, and Mike Anderson. 2011a
Cited in the paper.
Local and global algorithms for disambiguation to wikipedia
Lev Ratinov, Dan Roth, Doug Downey, and Mike Anderson. 2011b
Cited in the paper.
Octavian-Eugen Ganea and Thomas Hofmann. 2017 · 2017
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Improving Entity Linking by Modeling Latent Relations between Mentions
Phong Le and Ivan Titov. 2018 · 2018
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Constructing datasets for multi-hop reading comprehension across documents
Johannes Welbl, Pontus Stenetorp, and Sebastian Riedel. 2018 · 2018
Later among the works it cites.