Think Inside the JSON: Reinforcement Strategy for Strict LLM Schema Adherence

Think Inside the JSON: Reinforcement Strategy for Strict LLM Schema Adherence

18 February 2025

Viktoria Rojkova

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Papers citing "Think Inside the JSON: Reinforcement Strategy for Strict LLM Schema Adherence"

8 / 8 papers shown

Title
Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Nayan Sanjay Bhatia Katia Obraczka 36 0 0 16 May 2025
SLOT: Structuring the Output of Large Language Models Darren Yow-Bang Wang Zhengyuan Shen Soumya Smruti Mishra Zhichao Xu Yifei Teng Haibo Ding LLMAG 60 0 0 06 May 2025
StructuredRAG: JSON Response Formatting with Large Language Models Connor Shorten Charles Pierse Thomas Benjamin Smith Erika Cardenas Akanksha Sharma John Trengrove Bob van Luijt 64 7 0 07 Aug 2024
"We Need Structured Output": Towards User-centered Constraints on Large Language Model Output Michael Xieyang Liu Frederick Liu Alexander J. Fiannaca Terry Koo Lucas Dixon Michael Terry Carrie J. Cai 103 33 0 10 Apr 2024
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models Zhihong Shao Peiyi Wang Qihao Zhu Runxin Xu Jun-Mei Song ... Haowei Zhang Mingchuan Zhang Yiming Li Yu-Huan Wu Daya Guo ReLM LRM 138 1,119 0 05 Feb 2024
Efficient Guided Generation for Large Language Models Brandon T. Willard Rémi Louf 72 34 0 19 Jul 2023
Self-Refine: Iterative Refinement with Self-Feedback Aman Madaan Niket Tandon Prakhar Gupta Skyler Hallinan Luyu Gao ... Bodhisattwa Prasad Majumder Katherine Hermann Sean Welleck Amir Yazdanbakhsh Peter Clark ReLM LRM DiffM 150 1,638 0 30 Mar 2023
Self-Instruct: Aligning Language Models with Self-Generated Instructions Yizhong Wang Yeganeh Kordi Swaroop Mishra Alisa Liu Noah A. Smith Daniel Khashabi Hannaneh Hajishirzi ALM SyDa LRM 120 2,224 0 20 Dec 2022