Statistical NLP
Project description
snlp
Statistical NLP (SNLP): A practical package with statisical natural language processing tools. SNLP is based on statistical and distributional attributes of natural language and hence most of the functionalities are unsupervised.
Features
- Identifying Multiword Expressions (Collocations) in the corpus. Used for terminology and keyphrase extraction. Can lead to improvement in text classification.
- Identifying statistically redundant words for filtering. Usually leads to an improvement in document classification.
Upcoming Features
- Anamoly Detection.
- Identifying non-compositional compouds: Can be used for tasks such as profanity/hate-speech detection, and linguistic analysis of a corpus.
Usage
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