Abilities
- MontyTokenizer: normalizes punctuation, spacing and contractions, with sensitivity to abbrevs.
- MontyTagger: Part-of-speech tagging using the Penn Treebank tagset, enriched with "Common Sense" from the Open Mind Common Sense project. Exceeds accuracy of Brill94 tbl tagger using default training files
- MontyREChunker: chunks tagged text into verb, noun, and adjective chunks (VX,NX, and AX respectively)
- MontyExtractor: extracts verb-argument structures, phrases, and other semantically valuable information from sentences and returns sentences as "digests"
- MontyLemmatiser: part-of-speech sensitive lemmatisation. Strips plurals (geese-->goose) and tense (were-->be, had-->have). Includes regexps from Humphreys and Carroll's morph.lex, and UPENN's XTAG corpus
- MontyNLGenerator: generates summaries, generates surface form sentences, determines and numbers NPs and tenses verbs, accounts for sentence_type
Read more about this topic: Monty Lingua
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