https://github.com/robertsdionne/nlp

https://github.com/robertsdionne/nlp

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• Host: GitHub
• URL: https://github.com/robertsdionne/nlp
• Owner: robertsdionne
• Created: 2013-11-22T20:15:19.000Z (almost 11 years ago)
• Default Branch: master
• Last Pushed: 2017-08-16T18:35:17.000Z (about 7 years ago)
• Last Synced: 2023-07-31T14:28:32.763Z (over 1 year ago)
• Language: Lua
• Size: 69.6 MB
• Stars: 10
• Watchers: 6
• Forks: 6
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# nlp

Using [Torch7](http://torch.ch), we built a recurrent neural network part-of-speech tagger that used distributed word vectors as inputs. Our model outperformed a standard hidden Markov model and almost matched an HMM with human designed features. We designed the model, implemented the recurrent portions, tested against the part-of-speech tagging data set used in our earlier assignments and wrote a paper explaining our results.

Download our [paper](https://github.com/robertsdionne/nlp/raw/master/paper/paper.pdf).