Manjog Padhy

Enhancing emotion recognition using lexical-contextual fusion with attention-based DistilBERT

A modified DistilBERT that incorporates lexical emotion representations into the transformer pipeline via a feature fusion layer with attention weighting is proposed, which enables the joint learning of semantic dependencies, lexical cues, and text embeddings, which enhances the recognition of underrepresented emotions...