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EMNLP
2009
15 years 10 days ago
Reverse Engineering of Tree Kernel Feature Spaces
We present a framework to extract the most important features (tree fragments) from a Tree Kernel (TK) space according to their importance in the target kernelbased machine, e.g. ...
Daniele Pighin, Alessandro Moschitti
138
Voted
EMNLP
2009
15 years 10 days ago
Adapting a Polarity Lexicon using Integer Linear Programming for Domain-Specific Sentiment Classification
Polarity lexicons have been a valuable resource for sentiment analysis and opinion mining. There are a number of such lexical resources available, but it is often suboptimal to us...
Yejin Choi, Claire Cardie
ICASSP
2011
IEEE
14 years 6 months ago
Time-constrained sequential pattern discovery for music genre classification
Music consists of both local and long-term temporal information. However, for a genre classification task, most of the text categorization based approaches only capture local temp...
Jia-Min Ren, Jyh-Shing Roger Jang
138
Voted
ICASSP
2011
IEEE
14 years 6 months ago
Towards robust word discovery by self-similarity matrix comparison
Word discovery is the task of discovering and collecting occurrences of repeating words in the absence of prior acoustic and linguistic knowledge, or training material. The capabi...
Armando Muscariello, Guillaume Gravier, Fré...
147
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ICSE
2011
IEEE-ACM
14 years 6 months ago
Using software evolution history to facilitate development and maintenance
Much research in software engineering have been focused on improving software quality and automating the maintenance process to reduce software costs and mitigating complications ...
Pamela Bhattacharya