Random Walk Algorithm

We propose a new method for organizing the numerous collocates into semantic thesaurus categories. The approach introduces a thesaurus-based semantic classification model automatically learning semantic relations for classifying adjective-noun (A-N) …...

AbstractWe present a new measure of thematic cohesion. This measure associates each term with a weight representing its discriminatory power toward a theme, this theme being itself expressed by a …...

Lexical selection is of great importance to statistical machine translation. In this paper, we propose a graph-based frame- work for collective lexical selection. The framework is established on a translation …...