CorpusCollie : a web corpus mining tool for resource-scarce languagesCorpusCollie : a web corpus mining tool for resource-scarce languages
Faculty of Arts. Linguistics and Literature
Centre for Computational Linguistics and Psycholinguistics (CLiPS)
S.l. , 2011[*]2011
Proceedings of the Conference on Human Language Technology for Development
University of Antwerp
This paper describes CORPUSCOLLIE, an open-source software package that is geared towards the collection of clean web corpora of resource-scarce languages. CORPUSCOLLIE uses a wide range of information sources to find, classify and clean documents for a given target language. One of the most powerful components in CORPUSCOLLIE is a maximum-entropy based language identification module that is able to classify documents for over five hundred different languages with state-of-the-art accuracy. As a proof-of-concept, we describe and evaluate the fully automatic compilation of a web corpus for the Nilotic language of Luo (Dholuo) using CORPUSCOLLIE.