Using NLP for Psychotherapy
This repository contains material to prepare recordings from psychotherapy sessions for analysis using natural language processing methods.
The documentation contains the transcription guidelines, while the code contains our java code for preprocessing the data and applying machine learning methods to classify the quality of the sessions.
Please cite our LREC publication when using this material:
@InProceedings{mieskes(2018),
author = {Margot Mieskes and Andreas Stiegelmayr},
title = {Preparing Data from Psychotherapy for Natural Language Processing},
booktitle = {Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC), {\em Miyzaki, Japan, May 2018}}},
year = {2018},
OPTpages = {},
month = {May},
organization = {ELRA},
note = {to appear},
}
- The transcription guidelines are licensed under the CC-BY-SA-4.0 license.
- The code is licensed under the GNU GNU General Public License v3.0.