115 search results - page 8 / 23 » Handwritten Word Recognition Using Conditional Random Fields |
EMNLP
2004
14 years 11 months ago
2004
This paper presents Japanese morphological analysis based on conditional random fields (CRFs). Previous work in CRFs assumed that observation sequence (word) boundaries were fixed...
CIKM
2008
Springer
14 years 11 months ago
2008
Springer
We address the problem of academic conference homepage understanding for the Semantic Web. This problem consists of three labeling tasks - labeling conference function pages, func...
92
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ICML
2010
IEEE
14 years 10 months ago
2010
IEEE
Generative topic models such as LDA are limited by their inability to utilize nontrivial input features to enhance their performance, and many topic models assume that topic assig...
93
Voted
ICML
2009
IEEE
15 years 4 months ago
2009
IEEE
In real sequence labeling tasks, statistics of many higher order features are not sufficient due to the training data sparseness, very few of them are useful. We describe Sparse H...
107
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ACL
2004
14 years 11 months ago
2004
This paper describes discriminative language modeling for a large vocabulary speech recognition task. We contrast two parameter estimation methods: the perceptron algorithm, and a...