arxivcs.CLcs.AI2026-07-01
Faithful by Definition: Emotion Analysis via Natural Semantic Metalanguage Explications
Explanations for emotion classifiers are usually produced post hoc, with no guarantee that they reflect the computation behind the label. We present an explication interface for event-based emotion analysis. A parser maps the input text to an explication, a short script in the cl…