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NewFeaturesToTry
Alex Rudnick edited this page Feb 22, 2014
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They're so hot right now. Brown Clusters.
Use Percy Liang's implementation, it's fast and easy! https://github.com/percyliang/brown-cluster
It might be like having a wordnet, even if you don't have a wordnet handy.
- https://code.google.com/p/word2vec/
- http://www.cs.bgu.ac.il/~yoavg/publications/negative-sampling.pdf
Similarly, how can we make use of this? Several different implementations available...
http://aclweb.org/anthology/J/J98/J98-1004.pdf
Second-order co-occurrence! Is there good software for that?
Where's the best one?
- http://www.cis.upenn.edu/~ccb/ppdb/
- find paraphrases for chunks of source-language text? they have Spanish...
- here's the Spanish: http://www.cis.upenn.edu/~ccb/ppdb/release-1.0-esp/