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» Agnostic Domain Adaptation
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FLAIRS
2006
15 years 7 months ago
Conservative and Creative Strategies for the Refinement of Scoring Rules
In knowledge engineering research the refinement of manually developed intelligent systems is still one of the key issues. Since scoring rules are an intuitive and easy to impleme...
Joachim Baumeister, Martin Atzmüller, Peter K...
LWA
2004
15 years 7 months ago
Diagnosis of Dysmorphic Syndromes
Since diagnosis of dysmorphic syndromes is a domain with incomplete knowledge and where even experts have seen only few syndromes themselves during their lifetime, documentation o...
Tina Waligora, Rainer Schmidt
NAACL
2004
15 years 7 months ago
Catching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization
We consider the problem of modeling the content structure of texts within a specific domain, in terms of the topics the texts address and the order in which these topics appear. W...
Regina Barzilay, Lillian Lee
NIPS
2003
15 years 7 months ago
Learning a World Model and Planning with a Self-Organizing, Dynamic Neural System
We present a connectionist architecture that can learn a model of the relations between perceptions and actions and use this model for behavior planning. State representations are...
Marc Toussaint
ACL
1996
15 years 7 months ago
Fast Parsing Using Pruning and Grammar Specialization
We show how a general grammar may be automatically adapted for fast parsing of utterances from a specific domain by means of constituent pruning and grammar specialization based o...
Manny Rayner, David M. Carter