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» Decomposable Modeling in Natural Language Processing
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UML
2005
Springer
15 years 3 months ago
Modeling Aspect-Oriented Compositions
Crosscutting concerns are pervasive in embedded software, because of the various constraints imposed by the environment and the stringent QOS requirements on the system. This pape...
Thomas Cottenier, Aswin van den Berg, Tzilla Elrad
EMNLP
2010
14 years 8 months ago
Evaluating Models of Latent Document Semantics in the Presence of OCR Errors
Models of latent document semantics such as the mixture of multinomials model and Latent Dirichlet Allocation have received substantial attention for their ability to discover top...
Daniel David Walker, William B. Lund, Eric K. Ring...
ICCPOL
2009
Springer
14 years 7 months ago
A Simple and Efficient Model Pruning Method for Conditional Random Fields
Conditional random fields (CRFs) have been quite successful in various machine learning tasks. However, as larger and larger data become acceptable for the current computational ma...
Hai Zhao, Chunyu Kit
IR
2011
14 years 1 months ago
Modeling score distributions in information retrieval
We review the history of modeling score distributions, focusing on the mixture of normal-exponential by investigating the theoretical as well as the empirical evidence supporting i...
Avi Arampatzis, Stephen Robertson
CICLING
2005
Springer
15 years 3 months ago
A Computational Model of the Spanish Clitic System
In this paper a computational model of the Spanish clitic system is presented. In this model clitic pronouns receive a dual analysis in which enclitics are considered inflexions wh...
Luis Alberto Pineda, Ivan V. Meza