ResearchBenchmarksLexical Normalization on MultiLexNorm++ NLLexical Normalization on MultiLexNorm++ NLFollow37.58Error Rate (ERR)MFR36.804842.037447.2752.5026Jan 23, 2026Evaluation resultsMethodMethodLinksError Rate (ERR)F1-scoreMFRModel=MFRModel=MFR2026.0137.5855.89LLaMA3Model=LLaMA3, Averaged...Model=LLaMA3, Averaged runs=32026.0142.762.58Qwen2.5Model=Qwen2.5, Average...Model=Qwen2.5, Averaged runs=32026.0144.3964.12Gemma3Model=Gemma3, Averaged...Model=Gemma3, Averaged runs=32026.0150.5469.3GPT-4oModel=GPT-4o, Averaged...Model=GPT-4o, Averaged runs=32026.0156.3773.83ÚFALModel=ÚFALModel=ÚFAL2026.0156.9673.71