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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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+
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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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+
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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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+
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+ ## Downloading Gazetteers
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+ See ` Updated Gazetteers.ipynb ` , ` Extra Gazetteers.ipynb ` , ` Download Wikidata.ipynb `
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+
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+ ## Generating word clusters
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+ See ` Gen new clusters.ipynb `
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+
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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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