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NETWORKING
2004
15 years 7 months ago
A New Method of Primary Routes Selection for Local Restoration
We consider the problem of non-bifurcated multicommodity flows rerouting in survivable connection-oriented networks. We focus on local restoration, in which the backup route is rer...
Krzysztof Walkowiak
NAACL
2003
15 years 7 months ago
Toward a Task-based Gold Standard for Evaluation of NP Chunks and Technical Terms
We propose a gold standard for evaluating two types of information extraction output -- noun phrase (NP) chunks (Abney 1991; Ramshaw and Marcus 1995) and technical terms (Justeson...
Nina Wacholder, Peng Song
NIPS
2003
15 years 7 months ago
No Unbiased Estimator of the Variance of K-Fold Cross-Validation
Most machine learning researchers perform quantitative experiments to estimate generalization error and compare algorithm performances. In order to draw statistically convincing c...
Yoshua Bengio, Yves Grandvalet
AAAI
1998
15 years 7 months ago
Towards Text Knowledge Engineering
We introduce a methodology for automating the maintenance of domain-specific taxonomies based on natural language text understanding. A given ontology is incrementally updated as ...
Udo Hahn, Klemens Schnattinger
ACL
1998
15 years 7 months ago
A Text Understander that Learns
We introduce an approach to the automatic acquisition of new concepts fi'om natural language texts which is tightly integrated with the underlying text understanding process....
Udo Hahn, Klemens Schnattinger