wsd-dynamic-sense-vector

Setup

pip3 install --user beautifulsoup4 sklearn testfixtures unittest2 pyemd morfessor
pip3 install --user pandas==0.20.3
pip3 install --user spacy
pip3 install --user lxml
pip3 install --user numpy
pip3 install --user scipy
pip3 install --user https://github.com/explosion/spacy-models/releases/download/en_core_web_md-1.2.1/en_core_web_md-1.2.1.tar.gz
python3 -m spacy link en_core_web_md en_default
pip3 install --user nltk
printf 'import nltk; nltk.download("wordnet")' | python3
pip3 install --user tensorflow-gpu
pip3 install --user docopt

Requirements

Using slurm version slurm 17.02.2, we ran our experiments using cuda80 and Python version 3.5.2.

git checkout to correct commit

Please run git checkout 50b898e

Downloading resources

Please run bash install.sh

Input data LSTM

Please run bash convert_all_sense_annotations.sh

Running experiments

Please run bash all_lp_jobs.sh Please run bash evaluate_in_parallel.sh with the correct arguments. Please run the bash script to see what these arguments are.

Result tables

Please run python official_results.py The tables can be found in a folder called paper_tables.