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3 results for “structured outputs”
Fine-tuning a 350M Model for Better Structured Outputs in 100 GRPO Steps
Hugging Face announced a new fine-tuning method called GRPO (Guided Reinforcement Policy Optimization) that achieves improved structured output generation from a 350M-parameter model in just 100 optimization steps, positioning it as a computationally efficient alternative to standard RLHF.
Sep 3, 2026
From Monolithic to Modular: Segment-level Automatic Prompt Optimization
Researchers introduced SAPO, a segment-level automatic prompt optimization method that decomposes prompts into functional components and iteratively refines them using LLM-based diagnosis and constrained synthesis, outperforming prior APO baselines across five diverse benchmarks.
Aug 13, 2026
Generative Ontology Induction: Domain-Agnostic Schema Discovery from Document Corpora Using Large Language Models
A new research paper introduces Generative Ontology Induction (GOI), a domain-agnostic LLM-based method for automatically extracting structured, typed ontologies from document corpora, validated across four diverse schemas with high structural coverage.
Jul 21, 2026