machine learning
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Genre Classification
Read more: Genre ClassificationWe investigated appropriate ontologies and optimal supervised and unsupervised machine learning methods for the development of genre classifiers, specifically for resource-scarce languages.
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Snyman, Van Huyssteen & Daelemans 2014
Read more: Snyman, Van Huyssteen & Daelemans 2014Snyman, Dirk P., Gerhard B. Van Huyssteen, and Walter Daelemans. 2014. “Outomatiese genreklassifikasie vir Afrikaans [Automatic genre classification for Afrikaans].”
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Verhoeven, Daelemans & Van Huyssteen 2012
Read more: Verhoeven, Daelemans & Van Huyssteen 2012Verhoeven, Ben, Walter Daelemans, and Gerhard B. Van Huyssteen. 2012. “Classification of noun-noun compound semantics in Dutch and Afrikaans.” Pretoria, South Africa, 2012.
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Schlünz, Barnard & Van Huyssteen 2010
Read more: Schlünz, Barnard & Van Huyssteen 2010Schlünz, Georg I., Etienne Barnard, and Gerhard B. Van Huyssteen. 2010. “Part-of-speech effects on text-to-speech synthesis.” Proceedings of the 2010 Conference of the Pattern Recognition Association of South Africa:257-262.
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Groenewald & Van Huyssteen 2008
Read more: Groenewald & Van Huyssteen 2008Groenewald, Hendrik J, and Gerhard B. Van Huyssteen. 2008. “Outomatiese lemma-identifisering vir Afrikaans [Automatic lemmatisation for Afrikaans].” Literator 29 (1):65-91.
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Pilon, Puttkammer & Van Huyssteen 2008
Read more: Pilon, Puttkammer & Van Huyssteen 2008Pilon, Suléne, Martin J. Puttkammer, and Gerhard B. Van Huyssteen. 2008. “Die ontwikkeling van ‘n woordafbreker en kompositumanaliseerder vir Afrikaans [The development of a hyphenator and compound analyser for Afrikaans].” Literator 29 (1):21-41.
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Groenewald, Van Huyssteen & Puttkammer 2007
Read more: Groenewald, Van Huyssteen & Puttkammer 2007Groenewald, Hendrik J., Gerhard B. Van Huyssteen, and Martin J. Puttkammer. 2007. “Evaluating wrapped progressive sampling for automatic algorithmic parameter optimisation.” International Conference Recent Advances in Natural Language Processing, RANLP:251-255.
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Groenewald, Van Huyssteen & Van Den Bosch 2007
Read more: Groenewald, Van Huyssteen & Van Den Bosch 2007Groenewald, Hendrik J., Antal Van den Bosch, and Gerhard B. Van Huyssteen. 2007. “Feature selection and parameter optimisation for effective Afrikaans lemmatisation.” Computational Linguistics in the Netherlands, University of Leuven, LEUVEN, Belgium.
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Van Huyssteen & Groenewald 2007
Read more: Van Huyssteen & Groenewald 2007Van Huyssteen, Gerhard B., and Hendrik J. Groenewald. 2007. “‘n Heroorweging van fleksie in Afrikaans: klasse vir outomatiese Afrikaanse lemma-identifisering [Afrikaans inflection revisited: classes for automatic Afrikaans lemmatisation].” LSSA Conference, North-West University, POTCHEFSTROOM, South Africa.
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Van Huyssteen & Puttkammer 2007
Read more: Van Huyssteen & Puttkammer 2007Van Huyssteen, Gerhard B., and Martin J. Puttkammer. 2007. “Accelerating the annotation of lexical data for less-resourced languages.” Proceedings of the 8th Annual Conference of the International Speech Communication Association (Interspeech 2007):1505-1508.
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Van Huyssteen, Puttkammer, Pilon & Groenewald 2007
Read more: Van Huyssteen, Puttkammer, Pilon & Groenewald 2007Van Huyssteen, Gerhard B., Martin J. Puttkammer, Suléne Pilon, and Hendrik J. Groenewald. 2007. “Using machine learning to annotate data for NLP tasks semi-automatically.” Proceedings of International Workshop on Computer-Aided Language Processing.
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Puttkammer & Van Huyssteen 2006
Read more: Puttkammer & Van Huyssteen 2006Puttkammer, Martin J., and Gerhard B. Van Huyssteen. 2006. “Automatic text segmentation of Afrikaans using memory-based learning.” Proceedings of the 2006 Conference of the Pattern Recognition Association of South Africa. Pretoria: CSIR/Meraka.
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Van Huyssteen, Pilon & Puttkammer 2005
Read more: Van Huyssteen, Pilon & Puttkammer 2005Van Huyssteen, Gerhard B., Suléne Pilon, and Martin J. Puttkammer. 2005. “Using machine learning in the development of modules for proofing tools.” International Conference of the African Languages Association of Southern Africa, University of Johannesburg, JOHANNESBURG, South Africa.