Abstract . In this paper we propose an original method to automatically summarize Web pages. This method is based on statistics rather than linguistics. It differs from most other ...
Random indexing is a method for constructing vector spaces at a reduced dimensionality. Previously, the method has been proposed using Kanerva’s sparse distributed memory model. ...
When real applications are working with automatic speech transcription, the first source of error does not originate from the incoherence in the analysis of the application but fr...
Abstract. This paper presents a method for the generation of structured data sources for music recommendation using information extracted from unstructured text sources. The propos...
Abstract. Statistical methods have shown a remarkable ability to capture semantics. The word2vec method is a frequently cited method for capturing meaningful semantic relations bet...