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Modeling hypernymy, such as poodle is-a dog, is an important generalization aid to many NLP tasks, such as entailment, coreference, relation extraction, and question answering.
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Brian Murphy, Partha Talukdar, and Tom Mitchell. 2012 · 1950
Earlier work this paper cites.
Tests for rank correlation coefficients. i
Edgar C Fieller, Herman O Hartley, and Egon S Pearson. 1957 · 1957
Earlier work this paper cites.
Minimization of unsmooth functionals
Boris Teodorovich Polyak. 1969 · 1969
Earlier work this paper cites.
Wordnet: a lexical database for english
George A. Miller. 1995 · 1995
Earlier work this paper cites.
Algorithms for non-negative matrix factorization
Daniel D Lee and H Sebastian Seung. 2001 · 2001
Earlier work this paper cites.
A general framework for distributional similarity
Julie Weeds and David Weir. 2003 · 2003
Earlier work this paper cites.
Text mining using non-negative matrix factorizations
V. Paul Pauca, Farial Shahnaz, Michael W Berry, and Robert J. Plemmons. 2004 · 2004
Earlier work this paper cites.
Recall, precision and average precision
Mu Zhu. 2004 · 2004
Earlier work this paper cites.
Learning concept hierarchies from text corpora using formal concept analysis
Philipp Cimiano, Andreas Hotho, and Steffen Staab. 2005 · 2005
Earlier work this paper cites.
On the equivalence of nonnegative matrix factorization and spectral clustering
Chris Ding, Xiaofeng He, and Horst D Simon. 2005 · 2005
Earlier work this paper cites.
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Maayan Geffet and Ido Dagan. 2005 · 2005
Earlier work this paper cites.
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Simone Paolo Ponzetto and Michael Strube. 2006 · 2006
Earlier work this paper cites.
Extracting semantic representations from word co-occurrence statistics: A computational study
John A Bullinaria and Joseph P Levy. 2007 · 2007
Earlier work this paper cites.
Question classification using head words and their hypernyms
Zhiheng Huang, Marcus Thint, and Zengchang Qin. 2008 · 2008
Earlier work this paper cites.
The WaCky wide web: a collection of very large linguistically processed web-crawled corpora
Marco Baroni, Silvia Bernardini, Adriano Ferraresi, and Eros Zanchetta. 2009 · 2009
Earlier work this paper cites.
Context-theoretic semantics for natural language: an overview
Daoud Clarke. 2009 · 2009
Earlier work this paper cites.
Directional distributional similarity for lexical inference
Lili Kotlerman, Ido Dagan, Idan Szpektor, and Maayan Zhitomirsky-Geffet. 2010 · 2010
Earlier work this paper cites.
Web-scale k-means clustering
David Sculley. 2010 · 2010
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Marco Baroni and Alessandro Lenci. 2011 · 2011
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Recognizing textual entailment
Mark Sammons, V Vydiswaran, and Dan Roth. 2011 · 2011
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Chih-Hsuan Wei, Bethany R Harris, Donghui Li, Tanya Z Berardini, Eva Huala, Hung-Yu Kao, and Zhiyong Lu. 2012 · 2012
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Peter D Turney and Saif M Mohammad. 2015 · 2015
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Word representations via gaussian embedding
Luke Vilnis and Andrew McCallum. 2015 · 2015
Later among the works it cites.
Lifted rule injection for relation embeddings
Thomas Demeester, Tim Rocktäschel, and Sebastian Riedel. 2016 · 2016
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Stephen Roller and Katrin Erk. 2016 · 2016
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Omer Levy, Ido Dagan, and Jacob Goldberger. 2014 · 2014
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