# Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models

> Research article (Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis, 2022) · cited 13× · AI/ML

**Wikidata**: [openalex:W4285160818](https://www.wikidata.org/wiki/openalex:W4285160818)  
**Source**: https://4ort.xyz/entity/empathy-and-distress-prediction-using-transformer-multi-output-regression-and-emotion-analysis-with-an-ensemble-of-super