Post-ASR Entity Correction on ATCO2
44.51WERLLM-Select
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LLM-SelectLLM=GPT-4o, Correction Strategy=LLM-Select2026.03 | 44.51 | 44.06 | 14.5 | 62.11 | 75.37 | 52.82 | |
| 1-BestLLM=GPT-4o, Correction Strategy=1-Best2026.03 | 47.18 | 46.68 | 9.4 | 60.79 | 73.41 | 51.88 | |
| BaselineLLM=N/A, Correction Strategy=Baseline2026.03 | 48.63 | 51.5 | — | 54.76 | 70.77 | 44.66 | |
| LLM-SelectLLM=GPT-4o-mini, Correction Strategy=LLM-Select2026.03 | 50.73 | 50.35 | 2.2 | 54.49 | 67.69 | 45.6 | |
| ROVER EnsembleLLM=GPT-4o, Correction Strategy=ROVER Ensemble2026.03 | 64.43 | 47.39 | 8 | 55.81 | 57.46 | 54.25 | |
| Entity-Aware SelectLLM=GPT-4o, Correction Strategy=Entity-Aware Select2026.03 | 65.53 | 46.82 | 9.1 | 56.32 | 56.92 | 55.74 |