Structured Output Generation

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

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Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (7 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• MPL: Multiple Programming Languages with Large Language Models for Information Extraction
  22 May 2025 1 repository listed
  In this research, we propose \textbf{M}ultiple \textbf{P}rogramming \textbf{L}anguages with large language models for information extraction (abbreviated as \textbf{MPL}), a novel framework that explores the potential…
• Meaning Typed Prompting: A Technique for Efficient, Reliable Structured Output Generation
  22 Oct 2024 1 repository listed
  Extending Large Language Models (LLMs) to advanced applications requires reliable structured output generation.
• InternLM-Law: An Open Source Chinese Legal Large Language Model
  21 Jun 2024 1 repository listed
  While large language models (LLMs) have showcased impressive capabilities, they struggle with addressing legal queries due to the intricate complexities and specialized expertise required in the legal field.