PEFT adapters trained on high-resource summarization domains can improve Llama-3-8B's summaries on unseen domains, but the reported gains are weakened by test-set selection and missing significance tests.
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Can Smaller LLMs do better? Unlocking Cross-Domain Potential through Parameter-Efficient Fine-Tuning for Text Summarization
PEFT adapters trained on high-resource summarization domains can improve Llama-3-8B's summaries on unseen domains, but the reported gains are weakened by test-set selection and missing significance tests.