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View Code? Open in Web Editor NEWMy CS-572 project (Natural English With Mutating Abridged Nouns)
License: Apache License 2.0
My CS-572 project (Natural English With Mutating Abridged Nouns)
License: Apache License 2.0
NEWMAN: Natural English With Mutating Abridged Nouns Written for CS-572 at UCCS (Computational Linguistics) By Chris Eberle <[email protected]> Goal: Translate natural english queries into a set of predefined classifier switches. For example, "A man outside with glasses" would be transformed into "Male => Yes, Outside => Yes, Eyeglasses => Yes", assuming that "Male", "Outside", and "Sunglasses" were defined as valid classifiers. A richer vocabulary is supported with the help of WordNet which takes unknown words and maps them to known similar words. The translated sentence is then input into a CFG which produces output symbols (MALE, OUTSIDE, GLASSES). These are then used to output the final classifier names and values. Prerequisites: * Python 2.6 * NLTK 2.0 Configuring: NEWMAN can be extended to support any vocabulary, grammar, and output. You need to change config.py. There are a lot of comments in there already, go have a peek. Running: $> python newman.py -s "grinning chinese dude" (Asian => Yes, Male => Yes, Smiling => Yes)
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