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Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.
2-d visualization of high-dimensional input: Python code for rendering t-SNE code with text labels for each point
Updates to Zope's keyphrase extractor (forked from 1.1.0)
Train a CRF for syntactic chunking (CoNLL2000), and use word representations
KEA 5.0 (keyphrase extraction software), modified to be an XML-RPC service
Common Python library, especially for text processing and controlling experimental runs