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authoredNov 1, 2016
Update README.md
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‎README.md

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# TwitterNER
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Twitter named entity extraction for WNUT 2016 http://noisy-text.github.io/2016/ner-shared-task.html
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## Submitted Solution [ST]
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See `Word2Vec.ipynb` for details on the original submitted solution for the task.
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## Improved model
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See `Run Experiments.ipynb` for the details on the improved system.
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See `Run Experiment.ipynb` for the details on the improved system with test data.
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## Using the API
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The final system is packaged as an API specified in the folder NoisyNLP. More updates will be made to the API in upcoming days.
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See `Run Experiment.ipynb` for API usage.
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## Downloading Gazetteers
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See `Updated Gazetteers.ipynb`, `Extra Gazetteers.ipynb`, `Download Wikidata.ipynb`
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## Generating word clusters
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See `Gen new clusters.ipynb`
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## Data Pre-processing
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See `Data preprocessing.ipynb`
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## Preliminary comparison with RNN models
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See `KerasCharRNN.ipynb`, and `KerasWordRNN.ipynb`

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