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ACL
2008
13 years 10 months ago
Vector-based Models of Semantic Composition
This paper proposes a framework for representing the meaning of phrases and sentences in vector space. Central to our approach is vector composition which we operationalize in ter...
Jeff Mitchell, Mirella Lapata
ICML
2003
IEEE
14 years 9 months ago
Semi-Supervised Learning of Mixture Models
This paper analyzes the performance of semisupervised learning of mixture models. We show that unlabeled data can lead to an increase in classification error even in situations wh...
Fabio Gagliardi Cozman, Ira Cohen, Marcelo Cesar C...
UAI
1997
13 years 10 months ago
Structure and Parameter Learning for Causal Independence and Causal Interaction Models
We begin by discussing causal independence models and generalize these models to causal interaction models. Causal interaction models are models that have independent mechanisms w...
Christopher Meek, David Heckerman
FLAIRS
2006
13 years 10 months ago
Constructing a Corpus-based Ontology Using Model Bias
Recent work in lexical resource construction has recognized the importance of contextualizing the knowledge in existing resources and ontologies with information derived from text...
Anna Rumshisky, Patrick Hanks, Catherine Havasi, J...
CERA
2008
96views more  CERA 2008»
13 years 8 months ago
A Model for Selecting Product Ideas in Fuzzy Front End
er.sagepub.com/cgi/content/abstract/16/2/121 The online version of this article can be found at: Published by: http://www.sagepublications.com can be found at:Concurrent Engineerin...
Houn-Wen Chang, Chiu-Chi Wei, Ru-Jen Lin