114 search results - page 8 / 23 » Text Categorization Using Compression Models |
ACL
2009
13 years 5 months ago
2009
Efficient processing of tera-scale text data is an important research topic. This paper proposes lossless compression of Ngram language models based on LOUDS, a succinct data stru...
JAIR
2008
13 years 7 months ago
2008
Sentence compression holds promise for many applications ranging from summarization to subtitle generation. Our work views sentence compression as an optimization problem and uses...
ACL
2006
13 years 9 months ago
2006
Sentence compression is the task of producing a summary at the sentence level. This paper focuses on three aspects of this task which have not received detailed treatment in the l...
SEMCO
2007
IEEE
14 years 1 months ago
2007
IEEE
This paper presents the results of a pilot study on using automatic text categorization techniques in identifying online sexual predators. We report on our SVM and k-NN models. Ou...
NLE
2007
13 years 7 months ago
2007
We address the problem of improving the efficiency of natural language text input under degraded conditions (for instance, on mobile computing devices or by disabled users), by ta...