A recent discussion on the Okapi Tools mailing list mentioned http://termcoord.eu/discover/free-term- ... ion-tools/, a list of terminology extraction tools, with some comments, provided by the European Parliament's Terminology Coordination Unit. One of the free tools listed, VocabGrabber, is interesting, though I haven't tried more than the demo files. It can identify the most important terms and show them in context, and generate word lists.
Also mentioned in that thread is TBXTools at https://sourceforge.net/projects/tbxtools/, a free terminology extraction package in Python, based on NLTK. It doesn't look like it's been updated for a couple of years, though.
more on term extraction software
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