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ICMLA
2009
15 years 5 days ago
Regularizing the Local Similarity Discriminant Analysis Classifier
Abstract--We investigate parameter-based and distributionbased approaches to regularizing the generative, similarity-based classifier called local similarity discriminant analysis ...
Luca Cazzanti, Maya R. Gupta
ICNS
2009
IEEE
15 years 5 days ago
A BitTorrent Performance Evaluation Framework
In the last decade, file sharing systems have generally been dominated by P2P solutions. Whereas e-mail and HTTP have been the killer apps of the earlier Internet, a large percent...
Razvan Deaconescu, Razvan Rughinis, Nicolae Tapus
ACL
2010
14 years 12 months ago
All Words Domain Adapted WSD: Finding a Middle Ground between Supervision and Unsupervision
In spite of decades of research on word sense disambiguation (WSD), all-words general purpose WSD has remained a distant goal. Many supervised WSD systems have been built, but the...
Mitesh M. Khapra, Anup Kulkarni, Saurabh Sohoney, ...
IR
2010
14 years 11 months ago
Sentence-level event classification in unstructured texts
The ability to correctly classify sentences that describe events is an important task for many natural language applications such as Question Answering (QA) and Text Summarisation....
Martina Naughton, Nicola Stokes, Joe Carthy
AOSD
2011
ACM
14 years 9 months ago
Experiences documenting and preserving software constraints using aspects
Software systems are increasingly being built as compositions of reusable artifacts (components, frameworks, toolkits, plug-ins, APIs, etc) that have non-trivial usage constraints...
Roberto Silveira Silva Filho, François Bron...
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