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MODELS
2009
Springer
15 years 4 months ago
Evaluating Context Descriptions and Property Definition Patterns for Software Formal Validation
A well known challenge in the formal methods domain is to improve their integration with practical engineering methods. In the context of embedded systems, model checking requires ...
Philippe Dhaussy, Pierre Yves Pillain, Stephen Cre...
ICML
2004
IEEE
15 years 11 months ago
Learning and evaluating classifiers under sample selection bias
Classifier learning methods commonly assume that the training data consist of randomly drawn examples from the same distribution as the test examples about which the learned model...
Bianca Zadrozny
LREC
2008
112views Education» more  LREC 2008»
14 years 11 months ago
Modeling Document Dynamics: an Evolutionary Approach
News articles about the same event published over time have properties that challenge NLP and IR applications. A cluster of such texts typically exhibits instances of paraphrase a...
Jahna Otterbacher, Dragomir R. Radev
IPM
2007
131views more  IPM 2007»
14 years 10 months ago
Beyond SumBasic: Task-focused summarization with sentence simplification and lexical expansion
In recent years, there has been increased interest in topic-focused multi-document summarization. In this task, automatic summaries are produced in response to a specific informat...
Lucy Vanderwende, Hisami Suzuki, Chris Brockett, A...
TSD
2001
Springer
15 years 2 months ago
Text Segmentation into Paragraphs Based on Local Text Cohesion
The problem of automatic text segmentation is subcategorized into two different problems: thematic segmentation into rather large topically selfcontained sections and splitting int...
Igor A. Bolshakov, Alexander F. Gelbukh