Word Based Methods

Sentence compression is important in a wide range of applications in natural language process- ing. Previous approaches of Japanese sentence compression can be divided into two groups. Word-based methods extract …...

Character-based and word-based methods are two main types of statistical models for Chinese word segmentation, the for- mer exploiting sequence labeling models over characters and the latter typically ex- ploiting …...

AbstractWe propose a language-independent data-driven method to exhaustively extract bursty phrases of arbitrary forms (e.g., phrases other than simple noun phrases) from microblogs. The burst (i.e., the rapid increase of …...