10 search results - page 1 / 2 » In Defense of Word Embedding for Generic Text Representation |
IAJIT
2008
13 years 5 months ago
2008
: This paper explores a method that use WordNet concept to categorize text documents. The bag of words representation used for text representation is unsatisfactory as it ignores p...
KDD
2008
ACM
14 years 5 months ago
2008
ACM
Document classification presents difficult challenges due to the sparsity and the high dimensionality of text data, and to the complex semantics of the natural language. The tradi...
ICSR
2009
Springer
13 years 11 months ago
2009
Springer
Abstract. Design pattern formalization is aimed at encouraging the use of design patterns during the design phase. Many approaches focuses on providing solutions with a graphical n...
IUI
2012
ACM
12 years 15 days ago
2012
ACM
The next big step in embedded, mobile speech recognition will be to allow completely free input as it is needed for messaging like SMS or email. However, unconstrained dictation r...
MMS
2002
13 years 4 months ago
2002
An intelligent annotation-based video data model called Smart VideoText is introduced. It utilizes the conceptual graph knowledge representation formalism to capture the semantic a...