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» Comparing Natural Language Documents: a DL Based Approach
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EMNLP
2009
14 years 11 months ago
A Comparison of Windowless and Window-Based Computational Association Measures as Predictors of Syntagmatic Human Associations
Distance-based (windowless) word assocation measures have only very recently appeared in the NLP literature and their performance compared to existing windowed or frequency-based ...
Justin Washtell, Katja Markert
CICLING
2010
Springer
15 years 5 months ago
Adaptive Term Weighting through Stochastic Optimization
Term weighting strongly influences the performance of text mining and information retrieval approaches. Usually term weights are determined through statistical estimates based on s...
Michael Granitzer
OTM
2005
Springer
15 years 7 months ago
Creating Ontologies for Content Representation-The OntoSeed Suite
Abstract. Due to the inherent difficulties associated with manual ontology building, knowledge acquisition and reuse are often seen as methods that can make this tedious process ea...
Elena Paslaru Bontas, David Schlangen, Thomas Schr...
GECCO
2007
Springer
163views Optimization» more  GECCO 2007»
15 years 8 months ago
Discovering event evidence amid massive, dynamic datasets
Automated event extraction remains a very difficult challenge requiring information analysts to manually identify key events of interest within massive, dynamic data. Many techniq...
Robert M. Patton, Thomas E. Potok
CICLING
2009
Springer
15 years 3 months ago
Generalized Mongue-Elkan Method for Approximate Text String Comparison
Abstract. The Mongue-Elkan method is a general text string comparison method based on an internal character-based similarity measure (e.g. edit distance) combined with a token leve...
Sergio Jimenez, Claudia Becerra, Alexander F. Gelb...