Sequential fine-tuning of LLaMA-3.1-8B on discourse elements in order outperforms independent and randomized curricula for AES on PERSUADE 2.0, with specific F1/accuracy gains and competitiveness vs. LLaMA-70B on conclusion scoring.
Unveiling the tapestry of automated essay scoring: a comprehensive investigation of accuracy, fairness, and generalizability , year =
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The Order Matters: Sequential Fine-Tuning of LLaMA for Coherent Automated Essay Scoring
Sequential fine-tuning of LLaMA-3.1-8B on discourse elements in order outperforms independent and randomized curricula for AES on PERSUADE 2.0, with specific F1/accuracy gains and competitiveness vs. LLaMA-70B on conclusion scoring.