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AAAI
2000
13 years 9 months ago
A Mutually Beneficial Integration of Data Mining and Information Extraction
Text mining concerns applying data mining techniques to unstructured text. Information extraction (IE) is a form of shallow text understanding that locates specific pieces of data...
Un Yong Nahm, Raymond J. Mooney
BMCBI
2006
119views more  BMCBI 2006»
13 years 8 months ago
Hidden Markov Model Variants and their Application
Markov statistical methods may make it possible to develop an unsupervised learning process that can automatically identify genomic structure in prokaryotes in a comprehensive way...
Stephen Winters-Hilt
IJSI
2008
129views more  IJSI 2008»
13 years 7 months ago
Managing the Acronym/Expansion Identification Process for Text-Mining Applications
This paper deals with an acronym/definition extraction approach from textual data (corpora) and the disambiguation of these definitions (or expansions). Both steps of our global pr...
Mathieu Roche, Violaine Prince
IJCNLP
2005
Springer
14 years 1 months ago
Parsing Biomedical Literature
We present a preliminary study of several parser adaptation es evaluated on the GENIA corpus of MEDLINE abstracts [1,2]. We begin by observing that the Penn Treebank (PTB) is lexic...
Matthew Lease, Eugene Charniak
ISTA
2003
13 years 9 months ago
Tools for Generation of Natural Inflected Language Processors
Supporting multiple languages and natural language processing are of high importance in information systems. This paper discusses software tools for the generation of languages pro...
Nadiya Mishchenko, Anatoly E. Doroshenko