54 search results - page 2 / 11 » Language and Task Independent Text Categorization with Simpl... |
TAL
2004
Springer
13 years 10 months ago
2004
Springer
Word fragments or n-grams have been widely used to perform different Natural Language Processing tasks such as information retrieval [1] [2], document categorization [3], automatic...
CIVR
2008
Springer
13 years 6 months ago
2008
Springer
In this paper, we propose two ways of improving image classification based on bag-of-words representation [25]. Two shortcomings of this representation are the loss of the spatial...
CICLING
2009
Springer
14 years 5 months ago
2009
Springer
This paper presents a method for improving phrase-based Statistical Machine Translation systems by enriching the original translation model with information derived from a multilin...
NLDB
2004
Springer
13 years 10 months ago
2004
Springer
In this paper we explore the potential of concept indexing with WordNet synsets for Text Categorization, in comparison with the traditional bag of words text representation model. ...
CSL
2004
Springer
13 years 4 months ago
2004
Springer
We propose new methods to exploit contemporaneous text, such as on-line news articles, to improve language models for automatic speech recognition and other natural language proce...