Fine-tuning GPT-4o-mini on about 150 examples raised short-answer grading F1 from 0.68 to 0.73; QLoRA fine-tuning of Llama 3.1 8B only reached 0.65 after adding synthetic data.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Fine-tuning for Better Few Shot Prompting: An Empirical Comparison for Short Answer Grading
Fine-tuning GPT-4o-mini on about 150 examples raised short-answer grading F1 from 0.68 to 0.73; QLoRA fine-tuning of Llama 3.1 8B only reached 0.65 after adding synthetic data.