Evaluation tool for word embeddings
Switch branches/tags
Nothing to show
Clone or download
Failed to load latest commit information.
wordsim update dependency Apr 30, 2015
README.md Add reference to datasets Feb 15, 2016



Evaluation tool for word embeddings

Wordsim Task

Wordsimilarity task is commonly used as a evaluation method for word-embeddings such as Word2vec, Glove. This task investigate how your vector capture semantics between word pairs.

Wordsim task can be run on english, spanish, and french wordembeddings.

python wordsim.py -l en -v vector_file.txt

Your vector file need to satisfy the following form.

  • apple 0.01 0.2 0.01 ...

You can also feed in compressed version of vector file.

python wordsim.py -l en -v vector_file.txt.gz

Task References


  • numpy, scipy, ( gzip, prettytable )