RAM-SD: Revolutionizing Sarcasm Detection with Multi-Agent AI
research#agent🔬 Research|Analyzed: Jan 27, 2026 05:02•
Published: Jan 27, 2026 05:00
•1 min read
•ArXiv NLPAnalysis
This new research introduces RAM-SD, a groundbreaking framework using a Retrieval-Augmented Generation (RAG) approach with multiple specialized Agents to understand sarcasm. RAM-SD's multi-stage process promises a sophisticated and nuanced understanding of sarcastic expressions. The framework's architecture and impressive performance on benchmarks are truly exciting.
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Reference / Citation
View Original"Evaluated on four standard benchmarks, RAM-SD achieves a state-of-the-art Macro-F1 of 77.74%, outperforming the strong GPT-4o+CoC baseline by 7.01 points."