Let Me Speak Freely? A Study on the Impact of Format Restrictions on
Performance of Large Language Models

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Let Me Speak Freely? A Study on the Impact of Format Restrictions on Performance of Large Language Models

5 August 2024

Yun-Nung Chen

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Papers citing "Let Me Speak Freely? A Study on the Impact of Format Restrictions on Performance of Large Language Models"

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Title
Conditioning Large Language Models on Legal Systems? Detecting Punishable Hate Speech Florian Ludwig Torsten Zesch Frederike Zufall AILaw ELM 66 0 0 03 Jun 2025
ReliableEval: A Recipe for Stochastic LLM Evaluation via Method of Moments Gili Lior Eliya Habba Shahar Levy Avi Caciularu Gabriel Stanovsky 27 1 0 28 May 2025
STEER-BENCH: A Benchmark for Evaluating the Steerability of Large Language Models Kai Chen Zihao He Taiwei Shi Kristina Lerman ALM LLMSV 78 0 0 27 May 2025
Reassessing Large Language Model Boolean Query Generation for Systematic Reviews Shuai Wang Harrisen Scells Bevan Koopman Guido Zuccon 58 0 0 12 May 2025
Learning to Generate Structured Output with Schema Reinforcement Learning Yaojie Lu Haolun Li Xin Cong Zhong Zhang Yesai Wu Yankai Lin Zhiyuan Liu Fangming Liu Maosong Sun 89 1 0 26 Feb 2025
Self-Training Large Language Models for Tool-Use Without Demonstrations Ne Luo Aryo Pradipta Gema Xuanli He Emile van Krieken Pietro Lesci Pasquale Minervini LLMAG 156 2 0 09 Feb 2025
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs Do Xuan Long Hai Nguyen Ngoc Tiviatis Sim Hieu Dao Shafiq Joty Kenji Kawaguchi Nancy F. Chen Min-Yen Kan 129 11 0 16 Aug 2024