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P. Staar

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#small language model Open access Aug 2026

Identify, Locate, Link: End-to-End Key-Value Extraction from Document Images

SmolDocling, a compact 256M-parameter vision-language model (VLM), is fine-tune to perform end-to-end key-value extraction directly from document images, jointly solving identification, localization, and association in a single pass without OCR preprocessing.

A. Gurbuz, Ahmed S. Nassar, Christoph Auer et al. · 0 citations
Book Open access Aug 2026

Docling: Converting Complex Documents into AI-Ready Structured Representations

By bridging the gap between visually complex documents and machine-readable knowledge, Docling provides a foundation for reliable document understanding in next-generation AI systems.

P. Staar · 0 citations

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