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From a non-academic, non-linguistic point of view, this module can return you some useful keywords/less common words from a block of text, and has proved useful in automated indexing and tagging.
However, be warned that it requires its input to be in memory, rather than from a file, which has implications for large bodies of text, since simply chunking the text and re-invoking will prevent the module functioning correctly.
Lee Goddard - 2006-07-26T04:03:17
It is a good implementation of the PennTreebank + HMM, to identify the POS of words. It also determines noun phrases too!
rajesh_balakrishnan - 2004-08-08T20:08:26
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