Setup

• Clone compact_reconstruction from https://github.com/losyer/compact_reconstruction/tree/a55627c99a7b17d556cc96275a4f41b6b93f8782 into the folder compact_reconstruction/.

  git submodule update --init

• Install dependencies

  pip install -r requirements.txt

Usage

• To reproduce the word similarity results:

  python ws_exp_pbos.py
  python ws_exp_sasaki.py

  The results will be available at results/ws/{target_vector_name}_{model_type}/result.txt

• To reproduce the multilingual word similarity results:

  python ws_multilingual_exp_pbos.py
  python ws_multilingual_exp_sasaki.py

  The results will be available at results/ws_multi/{lang}_{model_type}/result.txt

• To reproduce the POS tagging results:

  python pos_exp.py
  python pos_exp_sasaki.py

  The results will be available in the results/pos folder.

  You can print out all the results with python pos_gather_results.py