This repository holds code and data of our NAACL 2018 paper on word emotion induction. This README file will shortly be updated and extended.
Word emotion induction is the task of predicting some complex emotion score for a given word.
If you use this code, please cite our paper:
@InProceedings{N18-1173,
author = "Buechel, Sven
and Hahn, Udo",
title = "Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem",
booktitle = "Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)",
year = "2018",
publisher = "Association for Computational Linguistics",
pages = "1907--1918",
location = "New Orleans, Louisiana",
url = "http://aclweb.org/anthology/N18-1173"
}
Our code for word embeddings is loosely based on the Hyperwords package by Levy et al. (2015). The original code for the boosted multi-layer perceptron approach by Du and Zhang (2016) can be found here.
I am happy to give additional information or get feedback about our work via email: [email protected]