Overview

The repository contains source code of the models submitted by NL-FIIT team as a part of SemEval 2019 Task 9 submission.

Citation

@inproceedings {pecar2019semeval,
  author={Pecar, Samuel and Simko, Marian and Bielikova, Maria},
  booktitle={Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval-2019)},
  title={NL-FIIT at SemEval-2019 Task 9: Neural model ensemble for suggestion mining},
  year={2019}
}

Prerequisites

• csv datafiles in data directory (see config.py file)

Documentation

Running commands

Train model

python3 main.py

Evaluate model

python3 evaluate.py
python3 evaluate_ensemble.py

Docker container

Commands for running docker container.

nvidia-docker run -dt --runtime=nvidia --mount type=bind,source=/home/pecars/semeval,target=/workspace/src --name pytorch pytorch/pytorch:latest
docker exec -it pytorch /bin/bash