Title
Multilingual Extension of Temporal Expression Recognition Using Parallel Corpora
Abstract
This paper presents the automatic extension of TERSEO to other languages, a knowledge-based system for the recognition and normalization of temporal expressions, originally developed for Spanish. TERSEO was extended to English and Italian through the automatic translation of the temporal expressions, and it was presented in previous works (see Saquete et al. [12]), but a new methodology has been designed with the purpose of obtaining better results in this issue. This new methodology is based on the use of parallel corpora for extending the TERSEO temporal model to other languages. In this case, two different methods have been tested: (1) automatic translation of TERSEO patterns to other languages and (2) automatic corpora annotation in the target side of parallel corpora. The main idea is focused on annotating the Spanish side of a parallel corpora, projecting the analysis to the second language, and then obtaining new TERSEO patterns (1) and new annotated corpus (2). The set of new patterns will be used to improve the current TERSEO language independent modules. Whereas the new annotated corpus will be used to train a ML system. This system will annotate new temporal expressions in the new language.
Year
DOI
Venue
2007
10.1109/TIME.2007.54
TIME
Keywords
DocType
ISSN
terseo pattern,new pattern,new terseo pattern,new methodology,new annotated corpus,temporal expression,multilingual extension,parallel corpus,new temporal expression,parallel corpora,new language,automatic translation,temporal expression recognition
Conference
1530-1311
ISBN
Citations 
PageRank 
0-7695-2836-8
1
0.36
References 
Authors
5
3
Name
Order
Citations
PageRank
Marcel Puchol-Blasco1163.85
Estela Saquete222827.10
patricio martinezbarco3111.95