70 search results - page 2 / 14 » Translingual Document Representations from Discriminative Pr... |
CIS
2005
Springer
13 years 11 months ago
2005
Springer
Different from familiar clustering objects, text documents have sparse data spaces. A common way of representing a document is as a bag of its component words, but the semantic re...
AAAI
2008
13 years 7 months ago
2008
Recent study has shown that canonical algorithms such as Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) can be obtained from graph based dimensionality ...
KDD
2007
ACM
14 years 5 months ago
2007
ACM
XML has become a popular method of data representation both on the web and in databases in recent years. One of the reasons for the popularity of XML has been its ability to encod...
DLOG
1996
1996
Description Logic as Core Machinery for the Automatic Generation of Multilingual Technical Documents
13 years 6 months ago
Our project aims at the automatic generation of multilingual text for product maintenance and documentation from a structured knowledge representation. The language independent re...
ANLP
1994
13 years 6 months ago
1994
The use of NLP techniques for document classification has not produced significant improvements in performance within the standard term weighting statistical assignment paradigm (...