Sciweavers

TAL
2004
Springer
13 years 9 months ago
Ontology-Based Feature Transformations: A Data-Driven Approach
Abstract. We present a novel approach to incorporating semantic information to the problems of natural language processing, in particular to the document classification task. The ...
Filip Ginter, Sampo Pyysalo, Jorma Boberg, Jouni J...
TAL
2004
Springer
13 years 9 months ago
One Size Fits All? A Simple Technique to Perform Several NLP Tasks
Word fragments or n-grams have been widely used to perform different Natural Language Processing tasks such as information retrieval [1] [2], document categorization [3], automatic...
Daniel Gayo-Avello, Darío Álvarez Gu...
TAL
2004
Springer
13 years 9 months ago
Automatic Spelling Correction in Galician
We describe a proposal on spelling correction intended to be applied on Galician, a Romance language. Our aim is to put into evidence the flexibility of a novelty technique that p...
Manuel Vilares Ferro, Juan Otero, Francisco-Mario ...
TAL
2004
Springer
13 years 9 months ago
A Study of Chunk-Based and Keyword-Based Approaches for Generating Headlines
Abstract. This paper describes two procedures for generating very short summaries for documents from the DUC-2003 competition: a chunk extraction method based on syntactic dependen...
Enrique Alfonseca, José María Guirao...
TAL
2004
Springer
13 years 9 months ago
Smoothing and Word Sense Disambiguation
This paper presents an algorithm to apply the smoothing techniques described in [1] to three different Machine Learning (ML) methods for Word Sense Disambiguation (WSD). The method...
Eneko Agirre, David Martínez