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NLDB
2015
Springer
2 years 10 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...
NLDB
2015
Springer
2 years 10 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
NLDB
2015
Springer
2 years 10 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
NLDB
2015
Springer
2 years 10 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
NLDB
2015
Springer
2 years 10 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
NLDB
2015
Springer
2 years 10 months ago
Combining Pattern-Based and Distributional Similarity for Graph-Based Noun Categorization
Abstract. We examine the combination of pattern-based and distributional similarity for the induction of semantic categories. Pattern-based methods are precise and sparse while dis...
Michael Wiegand, Benjamin Roth, Dietrich Klakow
NLDB
2015
Springer
2 years 10 months ago
Applying Semantic Parsing to Question Answering Over Linked Data: Addressing the Lexical Gap
Question answering over linked data has emerged in the past years as an important topic of research in order to provide natural language access to a growing body of linked open dat...
Sherzod Hakimov, Christina Unger, Sebastian Walter...
NLDB
2015
Springer
2 years 10 months ago
Domain-adapted named-entity linker using Linked Data
We present REDEN, a tool for graph-based Named Entity Linking that allows for the disambiguation of entities using domainspecific Linked Data sources and different configuration...
Francesca Frontini, Carmen Brando, Jean-Gabriel Ga...
NLDB
2015
Springer
2 years 10 months ago
What was the Query? Generating Queries for Document Sets with Applications in Cluster Labeling
We deal with the task of generating a query that retrieves a given set of documents. In its abstract form, this can be seen as a “compression” of the document set to a short qu...
Matthias Hagen, Maximilian Michel, Benno Stein
NLDB
2015
Springer
2 years 10 months ago
A Controlled Natural Language for Business Intelligence Monitoring
With ever increasing information available in social networks, the number of businesses attempting to exploit it is on the rise, particularly by keeping track of their customers’...
Christian Colombo, Jean-Paul Grech, Gordon J. Pace
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