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Word sense induction (WSI) is the task of unsupervised clustering of word usages within a sentence to distinguish senses.
WordNet: An electronic lexical database
George Miller. 1998 · 1998
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Latent dirichlet allocation
David M Blei, Andrew Y Ng, and Michael I Jordan. 2003 · 2003
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The english all-words task
Benjamin Snyder and Martha Palmer. 2004 · 2004
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The new oxford American dictionary , volume 2
Erin McKean. 2005 · 2005
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Sharing clusters among related groups: Hierarchical dirichlet processes
Yee W Teh, Michael I Jordan, Matthew J Beal, and David M Blei. 2005 · 2005
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Semeval-2007 task 02: Evaluating word sense induction and discrimination systems
Eneko Agirre and Aitor Soroa. 2007 · 2007
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Semeval-2010 task 14: Word sense induction & disambiguation
Suresh Manandhar, Ioannis P Klapaftis, Dmitriy Dligach, and Sameer S Pradhan. 2010 · 2010
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Ai-ku: Using substitute vectors and co-occurrence modeling for word sense induction and disambiguation
Osman Baskaya, Enis Sert, Volkan Cirik, and Deniz Yuret. 2013 · 2013
Cited alongside, same era.
Semeval-2013 task 13: Word sense induction for graded and non-graded senses
David Jurgens and Ioannis Klapaftis. 2013 · 2013
Cited alongside, same era.
unimelb: Topic modelling-based word sense induction
Jey Han Lau, Paul Cook, and Timothy Baldwin. 2013 · 2013
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A sense-topic model for word sense induction with unsupervised data enrichment
Jing Wang, Mohit Bansal, Kevin Gimpel, Brian D Ziebart, and T Yu Clement. 2015 · 2015
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Structured generative models of continuous features for word sense induction
Alexandros Komninos and Suresh Manandhar. 2016 · 2016
Cited alongside, same era.
Word embeddings, sense embeddings and their application to word sense induction
Semi-supervised word sense disambiguation with neural models
Dayu Yuan, Julian Richardson, Ryan Doherty, Colin Evans, and Eric Altendorf. 2016 · 2016
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Autosense model for word sense induction
Reinald Kim Amplayo, Seung-won Hwang, and Min Song. 2018 · 2018
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Word sense induction with neural bilm and symmetric patterns
Asaf Amrami and Yoav Goldberg. 2018 · 2018
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018
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Linfeng Song. 2016 · 2016
Cited alongside, same era.
Matthew E Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer. 2018 · 2018
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