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» An Empirical Study on Class-Based Word Sense Disambiguation
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EACL
2006
ACL Anthology
13 years 9 months ago
Exploring the Sense Distributions of Homographs
This paper quantitatively investigates in how far local context is useful to disambiguate the senses of an ambiguous word. This is done by comparing the co-occurrence frequencies ...
Reinhard Rapp
LREC
2008
97views Education» more  LREC 2008»
13 years 9 months ago
Enriching GermaNet with verb-noun relations - a case study of lexical acquisition
In this paper we will focus on the lexical-semantic relations in the German wordnet GermaNet. It has been shown that wordnets suffer from the relatively small number of relations ...
Lothar Lemnitzer, Holger Wunsch, Piklu Gupta
EMNLP
2006
13 years 9 months ago
Quality Assessment of Large Scale Knowledge Resources
This paper presents an empirical evaluation of the quality of publicly available large-scale knowledge resources. The study includes a wide range of manually and automatically der...
Montse Cuadros, German Rigau
COLING
2010
13 years 2 months ago
Bringing Active Learning to Life
Active learning has been applied to different NLP tasks, with the aim of limiting the amount of time and cost for human annotation. Most studies on active learning have only simul...
Ines Rehbein, Josef Ruppenhofer, Alexis Palmer
JMLR
2010
108views more  JMLR 2010»
13 years 2 months ago
Feature Selection using Multiple Streams
Feature selection for supervised learning can be greatly improved by making use of the fact that features often come in classes. For example, in gene expression data, the genes wh...
Paramveer S. Dhillon, Dean P. Foster, Lyle H. Unga...