Sciweavers

434
Voted
NLDB
2015
Springer
9 years 11 months ago
A multi-criteria method for automatic web page summarization
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 ...
Mehdi Belguith, Imen Touati, Mohamed Hédi M...
317
Voted
NLDB
2015
Springer
9 years 11 months ago
Random Indexing Revisited
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. ...
Behrang QasemiZadeh
313
Voted
NLDB
2015
Springer
9 years 11 months ago
Tree-Structured Named Entities Extraction from Competing Speech Transcriptions
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...
Davy Weissenbacher, Christian Raymond
316
Voted
NLDB
2015
Springer
9 years 11 months ago
Extracting Relations from Unstructured Text Sources for Music Recommendation
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...
Mohamed Sordo, Sergio Oramas, Luis Espinosa Anke
320
Voted
NLDB
2015
Springer
9 years 11 months ago
In Defense of Word Embedding for Generic Text Representation
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...
Guy Lev, Benjamin Klein, Lior Wolf