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AAAI
2006
15 years 7 months ago
Domain-Independent Structured Duplicate Detection
The scalability of graph-search algorithms can be greatly extended by using external memory, such as disk, to store generated nodes. We consider structured duplicate detection, an...
Rong Zhou, Eric A. Hansen
AAAI
2000
15 years 7 months ago
Information Extraction with HMM Structures Learned by Stochastic Optimization
Recent research has demonstrated the strong performance of hidden Markov models applied to information extraction--the task of populating database slots with corresponding phrases...
Dayne Freitag, Andrew McCallum
AAAI
2008
15 years 8 months ago
An Effective and Robust Method for Short Text Classification
Classification of texts potentially containing a complex and specific terminology requires the use of learning methods that do not rely on extensive feature engineering. In this w...
Victoria Bobicev, Marina Sokolova
ATAL
2005
Springer
15 years 11 months ago
Exploring Congruence Between Organizational Structure and Task Performance: A Simulation Approach
Reorganization of the structure of an organization is a crucial issue in multi-agent systems that operate in an open, dynamic environment. Ideally, autonomous agents must be able t...
Frank Dignum, Virginia Dignum, Liz Sonenberg
AAAI
2007
15 years 8 months ago
Parallel Structured Duplicate Detection
We describe a novel approach to parallelizing graph search using structured duplicate detection. Structured duplicate detection was originally developed as an approach to external...
Rong Zhou, Eric A. Hansen