High-coverage and high-precision lexica of terms annotated with emotion scores for English and Italian.
Switch branches/tags
Nothing to show
Clone or download
Latest commit c9da5ec Oct 10, 2018
Permalink
Failed to load latest commit information.
DepecheMood++ Last changes to DM++ Oct 10, 2018
DepecheMood DM Original version Oct 10, 2018
README.md Last changes to DM++ Oct 10, 2018

README.md

DepecheMood Emotion Lexica

This repository contains the various versions of the resource DepecheMood, a high-quality and high-coverage emotion lexicon that has been automatically derived from crowd annotated news.

DepecheMood++

This is the newest version of the lexicon. It contains two languages (English and Italian), as well as three types of word representations (token, lemma and lemma#PoS). If you use DepecheMood++, please cite the following publication:

Araque, O., Gatti, L., Staiano, J., and Guerini, M. (2018) "DepecheMood++: a Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques". ArXiv preprint is available at https://arxiv.org/abs/1810.03660

DepecheMood

The original DepecheMood lexicon released in 2014, English only. If you use this version, please cite the following publication:

Staiano, J., & Guerini, M. (2014). "DepecheMood: a Lexicon for Emotion Analysis from Crowd-Annotated News". Proceedings of ACL-2014. Paper available at http://www.anthology.aclweb.org/P/P14/P14-2070.pdf

Bibtex:

@inproceedings{staiano2014depeche,
  title={Depeche Mood: a Lexicon for Emotion Analysis from Crowd Annotated News},
  author={Staiano, Jacopo and Guerini, Marco},
  booktitle={Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
  volume={2},
  pages={427--433},
  year={2014}
}

Demo

If you want to play with it, we also have an online DEMO to analyze the emotions evoked by a text: www.depechemood.eu Currently, this demo uses the 2014. We will update it soon.

License

This resource can be used for research purposes. Please cite the publications above if you use it.