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

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

5 August 2024

Yun-Nung Chen

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

18 / 18 papers shown

Title
Reassessing Large Language Model Boolean Query Generation for Systematic Reviews Shuai Wang Harrisen Scells Bevan Koopman Guido Zuccon 29 0 0 12 May 2025
CHORUS: Zero-shot Hierarchical Retrieval and Orchestration for Generating Linear Programming Code Tasnim Ahmed Salimur Choudhury 27 0 0 02 May 2025
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs Ivan Kartáč Mateusz Lango Ondrej Dusek ELM 49 1 0 14 Mar 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 44 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 67 1 0 09 Feb 2025
LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Peiwen Yuan Shaoxiong Feng Yiwei Li X. U. Wang Y. Zhang Jiayi Shi Chuyi Tan Boyuan Pan Yao Hu Kan Li 73 2 0 02 Feb 2025
Responsible Retrieval Augmented Generation for Climate Decision Making from Documents Matyas Juhasz Kalyan Dutia Henry Franks Conor Delahunty Patrick Fawbert Mills Harrison Pim 34 1 0 31 Oct 2024
Benchmarking Floworks against OpenAI & Anthropic: A Novel Framework for Enhanced LLM Function Calling Nirav Bhan Shival Gupta Sai Manaswini Ritik Baba Narun Yadav Hillori Desai Yash Choudhary Aman Pawar Sarthak Shrivastava Sudipta Biswas LLMAG 23 0 0 23 Oct 2024
Learning Code Preference via Synthetic Evolution Jiawei Liu Thanh Nguyen Mingyue Shang Hantian Ding Xiaopeng Li Yu Yu Varun Kumar Zijian Wang SyDa ALM AAML 26 4 0 04 Oct 2024
MMMT-IF: A Challenging Multimodal Multi-Turn Instruction Following Benchmark Elliot L. Epstein Kaisheng Yao Jing Li Xinyi Bai Hamid Palangi LRM 47 0 0 26 Sep 2024
Enhancing Scientific Reproducibility Through Automated BioCompute Object Creation Using Retrieval-Augmented Generation from Publications Sean Kim Raja Mazumder 30 0 0 23 Sep 2024
Sketch: A Toolkit for Streamlining LLM Operations Xin Jiang Xiang Li Wenjia Ma Xuezhi Fang Yiqun Yao ... Xuying Meng Peng Han Jing Li Aixin Sun Yequan Wang 40 1 0 05 Sep 2024
xLAM: A Family of Large Action Models to Empower AI Agent Systems Jianguo Zhang Tian Lan Ming Zhu Zuxin Liu Thai Hoang ... Juan Carlos Niebles Shelby Heinecke Huan Wang Silvio Savarese Caiming Xiong ALM 41 33 0 05 Sep 2024
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 R. Joty Kenji Kawaguchi Nancy F. Chen Min-Yen Kan 34 7 0 16 Aug 2024
StructuredRAG: JSON Response Formatting with Large Language Models Connor Shorten Charles Pierse Thomas Benjamin Smith Erika Cardenas Akanksha Sharma John Trengrove Bob van Luijt 26 4 0 07 Aug 2024
Chain-of-Thought Reasoning Without Prompting Xuezhi Wang Denny Zhou ReLM LRM 149 101 0 15 Feb 2024
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022
DDXPlus: A New Dataset For Automatic Medical Diagnosis Arsène Fansi Tchango Rishab Goel Zhi Wen Julien Martel J. Ghosn 106 36 0 18 May 2022