Sarcasm Detection on Sarcastic Speech Synthesis Dataset
62.8PrecisionGround Truth
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ground TruthSemantic Cue Type=-, Prosodic Cue Type=-2025.10 | 62.8 | 62.3 | 62.3 | |
| w/ LoRA + RAGSemantic Cue Type=✓, Prosodic Cue Type=✓2025.10 | 62.7 | 62.9 | 62.5 | |
| w/ RAGSemantic Cue Type=-, Prosodic Cue Type=✓2025.10 | 61.5 | 61.7 | 61.6 | |
| w/ LLaMA 3-LoRASemantic Cue Type=✓, Prosodic Cue Type=-2025.10 | 60.6 | 60.8 | 60.6 | |
| w/ BERTSemantic Cue Type=✓, Prosodic Cue Type=-2025.10 | 60.5 | 60.6 | 60.5 | |
| BaselineSemantic Cue Type=-, Prosodic Cue Type=-2025.10 | 60.3 | 60.5 | 59.9 | |
| w/ LLaMA 3Semantic Cue Type=✓, Prosodic Cue Type=-2025.10 | 59.6 | 59.7 | 59 |