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ACL
2004
15 years 8 months ago
Dependency Tree Kernels for Relation Extraction
We extend previous work on tree kernels to estimate the similarity between the dependency trees of sentences. Using this kernel within a Support Vector Machine, we detect and clas...
Aron Culotta, Jeffrey S. Sorensen
DFN
2004
15 years 8 months ago
Prototype Implementation of Anycast-based Service Discovery for Mobile Ad Hoc Networks
: Mobile ad hoc networks are self-organized, and devices in such networks have to locate available services dynamically. We propose to utilize anycast for efficient service discove...
Jidong Wu, Oliver Stanze, Kilian Weniger, Martina ...
EMNLP
2004
15 years 8 months ago
NP Bracketing by Maximum Entropy Tagging and SVM Reranking
We perform Noun Phrase Bracketing by using a local, maximum entropy-based tagging model, which produces bracketing hypotheses. These hypotheses are subsequently fed into a reranki...
Hal Daumé III, Daniel Marcu
ESANN
2004
15 years 8 months ago
Fuzzy LP-SVMs for Multiclass Problems
Abstract. In this paper, we propose fuzzy linear programming support vector machines (LP-SVMs) that resolve unclassifiable regions for multiclass problems. Namely, in the direction...
Shigeo Abe
ESANN
2004
15 years 8 months ago
Using classification to determine the number of finger strokes on a multi-touch tactile device
On certain types of multi-touch touchpads, determining the number of finger stroke is a non-trivial problem. We investigate the application of several classification algorithms to ...
Caspar von Wrede, Pavel Laskov