Tag: machine learning

Genre Classification

We investigated appropriate ontologies and optimal supervised and unsupervised machine learning methods for the development of genre classifiers, specifically for resource-scarce languages.

Snyman, Van Huyssteen & Daelemans 2014

Snyman, Dirk P., Gerhard B. Van Huyssteen, and Walter Daelemans. 2014. “Outomatiese genreklassifikasie vir Afrikaans [Automatic genre classification for Afrikaans].”

Snyman, Van Huyssteen & Daelemans 2012

Snyman, Dirk, Gerhard B. Van Huyssteen, and Walter Daelemans. 2012. “Cross-lingual genre classification for closely related languages.” Proceedings of the Twenty-Third Annual Symposium of the

Verhoeven, Daelemans & Van Huyssteen 2012

Verhoeven, Ben, Walter Daelemans, and Gerhard B. Van Huyssteen. 2012. “Classification of noun-noun compound semantics in Dutch and Afrikaans.” Pretoria, South Africa, 2012.

Schlünz, Barnard & Van Huyssteen 2010

Schlünz, 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

Groenewald & Van Huyssteen 2008

Groenewald, Hendrik J, and Gerhard B. Van Huyssteen. 2008. “Outomatiese lemma-identifisering vir Afrikaans [Automatic lemmatisation for Afrikaans].” Literator 29 (1):65-91.

Pilon, Puttkammer & Van Huyssteen 2008

Pilon, Suléne, Martin J. Puttkammer, and Gerhard B. Van Huyssteen. 2008. “Die ontwikkeling van ‘n woordafbreker en kompositumanaliseerder vir Afrikaans [The development of a hyphenator

Groenewald, Van Huyssteen & Puttkammer 2007

Groenewald, Hendrik J., Gerhard B. Van Huyssteen, and Martin J. Puttkammer. 2007. “Evaluating wrapped progressive sampling for automatic algorithmic parameter optimisation.” International Conference Recent Advances

Groenewald, Van Huyssteen & Van Den Bosch 2007

Groenewald, Hendrik J., Antal Van den Bosch, and Gerhard B. Van Huyssteen. 2007. “Feature selection and parameter optimisation for effective Afrikaans lemmatisation.” Computational Linguistics in

Van Huyssteen & Groenewald 2007

Van 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

Van Huyssteen & Puttkammer 2007

Van 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

Van Huyssteen, Puttkammer, Pilon & Groenewald 2007

Van 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

Puttkammer & Van Huyssteen 2006

Puttkammer, 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

Van Huyssteen, Pilon & Puttkammer 2005

Van Huyssteen, Gerhard B., Suléne Pilon, and Martin J. Puttkammer. 2005. “Using machine learning in the development of modules for proofing tools.” International Conference of

Tag: machine learning

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