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ICML
2005
IEEE
14 years 8 months ago
Modeling word burstiness using the Dirichlet distribution
Multinomial distributions are often used to model text documents. However, they do not capture well the phenomenon that words in a document tend to appear in bursts: if a word app...
Rasmus Elsborg Madsen, David Kauchak, Charles Elka...
EMNLP
2008
13 years 8 months ago
Specialized Models and Ranking for Coreference Resolution
This paper investigates two strategies for improving coreference resolution: (1) training separate models that specialize in particular types of mentions (e.g., pronouns versus pr...
Pascal Denis, Jason Baldridge
ECML
2006
Springer
13 years 11 months ago
Transductive Gaussian Process Regression with Automatic Model Selection
Abstract. In contrast to the standard inductive inference setting of predictive machine learning, in real world learning problems often the test instances are already available at ...
Quoc V. Le, Alexander J. Smola, Thomas Gärtne...
ACL
2009
13 years 5 months ago
Modeling Latent Biographic Attributes in Conversational Genres
This paper presents and evaluates several original techniques for the latent classification of biographic attributes such as gender, age and native language, in diverse genres (co...
Nikesh Garera, David Yarowsky
CHI
2007
ACM
14 years 7 months ago
Software design and engineering as a social process
Traditionally, software engineering processes are based on a formalist model that emphasizes strict documentation, procedural and validation standards. Although this is a poor fit...
William A. Stubblefield, Tania L. Carson