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» Machine Learning for Information Extraction
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ICML
2005
IEEE
14 years 5 months ago
Evaluating machine learning for information extraction
Comparative evaluation of Machine Learning (ML) systems used for Information Extraction (IE) has suffered from various inconsistencies in experimental procedures. This paper repor...
Neil Ireson, Fabio Ciravegna, Mary Elaine Califf, ...
ICML
1999
IEEE
14 years 5 months ago
Active Learning for Natural Language Parsing and Information Extraction
Cynthia A. Thompson, Mary Elaine Califf, Raymond J...
GFKL
2005
Springer
93views Data Mining» more  GFKL 2005»
13 years 10 months ago
A Hybrid Machine Learning Approach for Information Extraction from Free Text
Abstract. We present a hybrid machine learning approach for information extraction from unstructured documents by integrating a learned classifier based on the Maximum Entropy Mod...
Günter Neumann
CICLING
2005
Springer
13 years 10 months ago
A Machine Learning Approach to Information Extraction
Information extraction is concerned with applying natural language processing to automatically extract the essential details from text documents. A great disadvantage of current ap...
Alberto Téllez-Valero, Manuel Montes-y-G&oa...
SCIE
1997
Springer
13 years 8 months ago
Machine Learning for Information Extraction
Filippo Neri, Lorenza Saitta