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twitter-entitysetexpansion's Introduction

Twitter-EntitySetExpansion

A tool to do entity set expansion on Twitter corpus. From a set of initial seeds the program can return more semantic similar entities.

Environment Configuration

To run the source code, you should have following setting installed on your linux:

  • python 2.7
  • gensim > 0.13.3

Data Preprocessing

The Twitter data source is stored in the dir ‘/home/Twitter/data’, and all the file should ends with '.gz'

cd /Twitter-EntitySetExpansion
export TWITTER_NLP=./Twitter	
python PreProcessAndChunk.py /home/Twitter/data

Train Word2Vec Model

python TrainVectorModel.py /home/Twitter/data

Set Expansion with Several Seeds

python SetExpansionFromSeeds.py /home/Twitter/data seed1 seed2 seed3

twitter-entitysetexpansion's People

Contributors

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