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» Semantic Generalisation and the Inference of Meaning
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FLAIRS
2006
14 years 10 months ago
Demystify the Messages in the Hugin Architecture for Probabilistic Inference and Its Application
In this paper, we investigate the semantic meaning of the messages passed in the Hugin architecture for probabilistic inference. By utilizing this information, one can avoid passi...
Dan Wu, Karen H. Jin
ECML
2003
Springer
15 years 2 months ago
Leveraging Lexical Semantics to Infer Context-Free Grammars
Context-free grammars cannot be identified in the limit from positive examples (Gold, 1967), yet natural language grammars are more powerful than context-free grammars and humans ...
Tim Oates, Tom Armstrong, Justin Harris, Mark Nejm...
COLING
2010
14 years 4 months ago
Benchmarking for syntax-based sentential inference
We propose a methodology for investigating how well NLP systems handle meaning preserving syntactic variations. We start by presenting a method for the semi automated creation of ...
Paul Bédaride, Claire Gardent
ACSC
2007
IEEE
15 years 3 months ago
On Inferences of Full Hierarchical Dependencies
Full hierarchical dependencies (FHDs) constitute a large class of relational dependencies. A relation exhibits an FHD precisely when it can be decomposed into at least two of its ...
Sven Hartmann, Sebastian Link
76
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MLCW
2005
Springer
15 years 2 months ago
An Inference Model for Semantic Entailment in Natural Language
Semantic entailment is the problem of determining if the meaning of a given sentence entails that of another. This is a fundamental problem in natural language understanding that ...
Rodrigo de Salvo Braz, Roxana Girju, Vasin Punyaka...