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Disfluency Correction on Marathi Manually Edited (test)

95.1BLEUMind the Pause
91.87692.71393.5594.387May 12, 2026

Evaluation results

MethodLinks
Mind the PauseBackbone=Qwen2.5-3B-Instruct, Strategy=With Contrastive Loss2026.0595.198.43.8
GPT-4oPrompting strategy=Few-Shot, Number of shots=22026.0593.997.74.7
Multilingual Instruction F/tBackbone=Qwen2.5-3B-Instruct2026.0593.398.44.8
GPT-4oPrompting strategy=Zero-Shot2026.0592.796.95.7
W/o Contrastive LossBackbone=Qwen2.5-3B-Instruct2026.059297.25.8