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Disfluency Correction on Hindi Real Data ASR (test)

91.1BLEUMind the Pause
69.67675.23880.886.362May 12, 2026

Evaluation results

MethodLinks
Mind the PauseBackbone=Qwen2.5-3B-Instruct, Strategy=With Contrastive Loss2026.0591.194.96
GPT-4oPrompting strategy=Few-Shot, Number of shots=22026.0587.293.66.8
W/o Contrastive LossBackbone=Qwen2.5-3B-Instruct2026.0584.292.79.5
GPT-4oPrompting strategy=Zero-Shot2026.0582.591.69.6
Multilingual Instruction F/tBackbone=Qwen2.5-3B-Instruct2026.0579.592.913.8
Gemini 2.5 ProPrompting=Zero-shot2026.0570.585.116.6