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Human Preference Evaluation for Code-switched Text Generation on In-Domain Data

804Preference ScoreGold Standard
183.64344.695505.75666.805Feb 18, 2025

Evaluation results

MethodLinks
Gold Standard2025.028041
Llama3training=fine-tuned2025.02573.52
NLLBtraining=fine-tuned, backbone=nllb-200-distilled-600M2025.025073
Llama3 Instructtraining=fine-tuned2025.02480.54
GPT-4ofsmode=5-shot2025.02413.55
Llama3.3-70Bfsmode=5-shot2025.02371.56
Gold Standard2025.02369.51
Llama3training=fine-tuned2025.02291.52
Llama3 Instructtraining=fine-tuned2025.02270.53
NLLBtraining=fine-tuned, backbone=nllb-200-distilled-600M2025.02259.54
GPT-4ofsmode=5-shot2025.02251.55
Llama3.3-70Bfsmode=5-shot2025.02207.56