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SDM
2008
SIAM
133views Data Mining» more  SDM 2008»
15 years 5 months ago
Semantic Smoothing for Bayesian Text Classification with Small Training Data
Bayesian text classifiers face a common issue which is referred to as data sparsity problem, especially when the size of training data is very small. The frequently used Laplacian...
Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu
AAAI
1994
15 years 5 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
ESWA
2008
195views more  ESWA 2008»
15 years 4 months ago
Automatic expert identification using a text categorization technique in knowledge management systems
Since tacit knowledge such as know-how and experiences is hard to be managed effectively using information technology, it is recently proposed that providing an appropriate expert...
Kun-Woo Yang, Soon-Young Huh
JDM
2006
96views more  JDM 2006»
15 years 4 months ago
Preparing Clinical Text for Use in Biomedical Research
Approximately 57 different types of clinical annotations construct a patient's medical record. The annotations include radiology reports, discharge summaries, and surgical an...
John Pestian, Lukasz Itert, Charlotte Anderson, Wl...
EMNLP
2010
15 years 2 months ago
Automatically Producing Plot Unit Representations for Narrative Text
In the 1980s, plot units were proposed as a conceptual knowledge structure for representing and summarizing narrative stories. Our research explores whether current NLP technology...
Amit Goyal, Ellen Riloff, Hal Daumé III