Artificial Intelligence #ai#nlp
New Hybrid Neuro-Symbolic Framework Achieves 78.1% Accuracy in Irony Detection Without Fine-Tuning
Researchers propose the Robust Dual-Signal (RDS) Fusion framework, a hybrid neuro-symbolic architecture for irony detection in social media texts. Evaluated on TweetEval and iSarcasm datasets, RDS achieves 78.1% accuracy and a Macro F1 of 0.777, matching fine-tuned BERTweet without supervised fine-tuning.
Jun 17, 2026 1 source