Classification Methods

This paper compares a range of methods for classifying words based on linguis- tic diagnostics, focusing on the task of learning countabilities for English nouns. We propose two basic approaches …...

This paper is a short empirical study of the performance of centrality and classification based iterative term set expansion methods for distributional semantic models. Iterative term set expansion is an …...

AbstractHuman-written texts contain frequent generalizations and semantic aggregation of content. In a document, they may refer to a pair of named entities such as ‘London’ and ‘Paris’ with different expressions: …...

AbstractWith the spread of online social networks, it is more and more difficult to monitor all the user-generated content. Automating the moderation process of the inappropriate exchange content on Internet …...

AbstractContracts are a common type of legal document that frequent in several day-to-day business workflows. However, there has been very limited NLP research in processing such documents, and even lesser …...