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ACL
2006

Using Machine Learning Techniques to Build a Comma Checker for Basque

14 years 28 days ago
Using Machine Learning Techniques to Build a Comma Checker for Basque
In this paper, we describe the research using machine learning techniques to build a comma checker to be integrated in a grammar checker for Basque. After several experiments, and trained with a little corpus of 100,000 words, the sys tem guesses correctly not placing com mas with a precision of 96% and a re call of 98%. It also gets a precision of 70% and a recall of 49% in the task of placing commas. Finally, we have shown that these results can be im proved using a bigger and a more ho mogeneous corpus to train, that is, a bigger corpus written by one unique au thor.
Iñaki Alegria, Bertol Arrieta, Arantza D&ia
Added 30 Oct 2010
Updated 30 Oct 2010
Type Conference
Year 2006
Where ACL
Authors Iñaki Alegria, Bertol Arrieta, Arantza Díaz de Ilarraza Sánchez, Eli Izagirre, Montse Maritxalar
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