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Inside Baseball: Coverage, quality, and culture in the Global WordNetThe Global WordNet is succeeding in producing relatively open linguistic data that is coordinated to a degree among numerous languages. The project has grown organically, with no overall plan or direction. The result is a certain amount of incoherence in determining what items should be treated in wordnets, and how the various wordnets...
The paper presents the process of construction of plWordNet — the biggest Polish wordnet. Wordnet is a lexico-semantic network whose nodes are word meanings. The nodes are linked by lexico-semantic relations. plWordNet is being built by semi-automatic corpus-based methods: from a big corpus of Polish language (1,8 bn words) frequency lists are extracted, which next become the basis for for the network...
Lexical abstraction hierarchies can be leveraged to provide semantic information that characterizes features of text corpora as a whole. This information may be used to determine the classification utility of the dimensions that describe a dataset. This paper presents a new method for preparing a dataset for probabilistic classification by determining, a priori, the utility of a very small subset...
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