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BMCBI
2006
128views more  BMCBI 2006»
13 years 9 months ago
New directions in biomedical text annotation: definitions, guidelines and corpus construction
Background: While biomedical text mining is emerging as an important research area, practical results have proven difficult to achieve. We believe that an important first step tow...
W. John Wilbur, Andrey Rzhetsky, Hagit Shatkay
ICDM
2007
IEEE
157views Data Mining» more  ICDM 2007»
13 years 11 months ago
Training Conditional Random Fields by Periodic Step Size Adaptation for Large-Scale Text Mining
For applications with consecutive incoming training examples, on-line learning has the potential to achieve a likelihood as high as off-line learning without scanning all availabl...
Han-Shen Huang, Yu-Ming Chang, Chun-Nan Hsu
ICCS
2007
Springer
14 years 3 months ago
Construction of Ontology-Based Software Repositories by Text Mining
Software document repositories store artifacts produced in the course of developing software products. But most repositories are simply archives of documents. It is not unusual to ...
Yan Wu, Harvey P. Siy, Mansour Zand, Victor L. Win...
CLEF
2006
Springer
14 years 1 months ago
Using Machine Learning and Text Mining in Question Answering
This paper describes a QA system centered in a full data-driven architecture. It applies machine learning and text mining techniques to identify the most probable answers to factoi...
Antonio Juárez-González, Alberto T&e...
LREC
2010
219views Education» more  LREC 2010»
13 years 11 months ago
Approaches to Text Mining Arguments from Legal Cases
Abstract. This paper describes recent approaches using text-mining to automatically profile and extract arguments from legal cases. We outline some of the background context and mo...
Adam Wyner, Raquel Mochales Palau, Marie-Francine ...