TiMBL is an open source software package implementing several memory-based learning algorithms, among which IB1-IG, an implementation of k-nearest neighbor classification with feature weighting suitable for symbolic feature spaces, and IGTree, a decision-tree approximation of IB1-IG. All implemented algorithms have in common that they store some representation of the training set explicitly in memory. During testing, new cases are classified by extrapolation from the most similar stored cases.
Frog is a suite containing a tokeniser, Part-of-Speech tagger, lemmatiser, morphological analyser, shallow parser, and dependency parser for Dutch. This is the webservice for it, for both humans and machines.
MBT is a memory-based tagger-generator and tagger in one. The tagger-generator part can generate a sequence tagger on the basis of a training set of tagged sequences; the tagger part can tag new sequences. MBT can, for instance, be used to generate part-of-speech taggers or chunkers for natural language processing. It has also been used for named-entity recognition, information extraction in domain-specific texts, and disfluency chunking in transcribed speech.
LaMachine is a unified software distribution for Natural Language Processing. We integrate numerous open-source NLP tools, programming libraries, web-services, and web-applications in a single Virtual Research Environment that can be installed on a wide variety of machines.
Met PaQu (Parse & Query) kun je zoeken in syntactisch geannoteerde Nederlandstalige corpora.
PaQu ondersteunt twee manieren van zoeken. Met de eerste, eenvoudige, manier kun je naar woordparen zoeken, met daarbij eventueel hun syntactische relatie. De tweede, ingewikkeldere, manier gebruikt de zoektaal XPath.
In PaQu is een aantal syntactisch geannoteerde corpora standaard beschikbaar. Maar het is ook mogelijk om je eigen teksten aan te bieden. Deze teksten worden dan door de automatische ontleder geanalyseerd, en opgeslagen. Vervolgens kun je dan op dezelfde manier in je eigen teksten zoeken.