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» Challenges from Information Extraction to Information Fusion
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GFKL
2005
Springer
93views Data Mining» more  GFKL 2005»
15 years 6 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
120
Voted
ERCIMDL
2010
Springer
180views Education» more  ERCIMDL 2010»
14 years 9 months ago
SciPlore Xtract: Extracting Titles from Scientific PDF Documents by Analyzing Style Information (Font Size)
Extracting titles from a PDFs full text is an important task in information retrieval to identify PDFs. Existing approaches apply complicated and expensive (in terms of calculating...
Jöran Beel, Bela Gipp, Ammar Shaker, Nick Fri...
90
Voted
AAAI
1994
15 years 1 months ago
Visual Semantics: Extracting Visual information from Text Accompanying Pictures
This research explores the interaction of textual and photographic information in document understanding. The problem of performing generalpurpose vision without apriori knowledge...
Rohini K. Srihari, Debra T. Burhans
ANLP
2000
118views more  ANLP 2000»
15 years 1 months ago
A Novel Use of Statistical Parsing to Extract Information from Text
Since 1995, a few statistical parsing algorithms have demonstrated a breakthrough in parsing accuracy, as measured against the UPenn TREEBANK as a gold standard. In this paper we ...
Scott Miller, Heidi Fox, Lance A. Ramshaw, Ralph M...
105
Voted
BNCOD
2007
96views Database» more  BNCOD 2007»
15 years 1 months ago
Extracting Temporal Information from Short Messages
Abstract. Information Extraction, the process of eliciting data from natural language documents, usually relies on the ability to parse the document and then to detect the meaning ...
Richard Cooper, Sinclair Manson