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
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Afrikaans
BLaRK
closely-related languages
cognitive grammar
cognitive linguistics
compound
compound splitting
computational linguistics
construction grammar
corpus linguistics
Dutch
genre classification
human language technology
human language technology audit
language audit
language resource infrastructure
language resource management
language resources
lexicography
machine learning
machine translation
morphological analysis
morphology
orthography
recycling
resource-scarce languages
South Africa
spelling checker
swearing
technology audit
terminology