Fine-tuned SciBERT on the ETD-CL dataset achieves the best chapter classification F1 (0.67), and multi-label top-3 prediction raises accuracy to 0.91.
What is Past is Prologue: A History of Archival Ideas Since 1898, and the Future Paradigm Shift,
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Automating Chapter-Level Classification for Electronic Theses and Dissertations
Fine-tuned SciBERT on the ETD-CL dataset achieves the best chapter classification F1 (0.67), and multi-label top-3 prediction raises accuracy to 0.91.