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Scientific Reports (2024)

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cs.CL 1

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2026 1

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CONDITIONAL 1

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Benchmarking Large Language Models for Safety Data Extraction

cs.CL · 2026-04-22 · conditional · novelty 4.0

Text-based LLM extraction from Safety Data Sheets reaches at most 84% accuracy across four models and three prompting strategies, falling short of the 90% threshold for unsupervised industrial deployment.

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  • Benchmarking Large Language Models for Safety Data Extraction cs.CL · 2026-04-22 · conditional · none · ref 17

    Text-based LLM extraction from Safety Data Sheets reaches at most 84% accuracy across four models and three prompting strategies, falling short of the 90% threshold for unsupervised industrial deployment.