D. Palchunov

Development of methods for extracting situations, emotional assessments and values from social media texts

This paper presents an end-to-end pipeline for automated social media discourse analysis, integrating situation extraction from natural language texts, emotion classification, and value identification. Most existing approaches are limited to binary sentiment analysis and do not account for the value context underlying...