Bonnie J. Dorr
2 papers · Latest:
Natural Language Processing
Children's English Reading Story Generation via Supervised Fine-Tuning of Compact LLMs with Controllable Difficulty and Safety
Fine-tuning compact 8B LLMs with expert curricula generates children's English stories with controllable difficulty and safety, outperforming larger models.
2605.13709
Natural Language ProcessingRevisiting Semantic Role Labeling: Efficient Structured Inference with Dependency-Informed Analysis
This paper introduces a modernized, encoder-based framework for Semantic Role Labeling (SRL) that offers 10x faster inference while maintaining performance.
2605.02505
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