PolyHope-2025 V2

The dataset consists of a multilingual corpus with more than 30,000 tweets in English and Spanish, annotated in five categories: Not Hope, Generalized Hope, Realistic Hope, Unrealistic Hope, and Sarcasm.

Language(s)
Spanish
English
Year
2025
Domain
Social
Text types
Tweets
Annotations
Each tweet in PolyHope V2 is annotated with a single categorical label indicating the type of hope expressed: No Hope, Generalized Hope, Realistic Hope, Unrealistic Hope, or Sarcasm.
Format
txt
Data access
Public
Data link
http://www.codabench.org/competitions/5509/
Publication
Butt, S., et al. 2025. Optimism, expectation, or sarcasm? Multi-class hope speech detection in spanish and english. arXiv preprint arXiv:2504.17974
Publication link
https://arxiv.org/abs/2504.17974
NLP Topic
sentiment analysis
Number of units
29957
Type of units
Tweets
Documents
29957
Size
29957.00MB

If you have published a result better than those on the list, send a message to odesia-comunicacion@lsi.uned.es indicating the result and the DOI of the article, along with a copy of it if it is not published openly.