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T07. Structured output, schema validation, and document understanding
Research on forcing machine-checkable output and reading business documents.
- T07-10Structural parallelSince 2025
XGrammar: Flexible and Efficient Structured Generation Engine for Large Language Models
- T07-1Structural parallel
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
- T07-2Structural parallel
OCR-free Document Understanding Transformer
- T07-7Structural parallel
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models
- T07-8Structural parallel
Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning
- T07-9Structural parallel
Efficient Guided Generation for Large Language Models
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