Random Walk Model

AbstractDetermining semantic relatedness between words or concepts is a fundamental process to many Natural Language Processing applications. Approaches for this task typically make use of knowledge resources such as WordNet …...

In this paper, we propose a novel approach to automatic generation of aspect-oriented sum- maries from multiple documents. We first de- velop an event-aspect LDA model to cluster sentences into …...