Does Prompt Formatting Have Any Impact on LLM Performance?

15 November 2024

Papers citing "Does Prompt Formatting Have Any Impact on LLM Performance?"

22 / 22 papers shown

Title
Bye-bye, Bluebook? Automating Legal Procedure with Large Language Models Matthew Dahl AILaw ELM 47 0 0 05 May 2025
COMPACT: COMPositional Atomic-to-Complex Visual Capability Tuning Xindi Wu Hee Seung Hwang Polina Kirichenko Olga Russakovsky VLM CoGe 68 0 0 30 Apr 2025
Ask2Loc: Learning to Locate Instructional Visual Answers by Asking Questions Chang Zong Bin Li Shoujun Zhou Jian Wan Lei Zhang 102 0 0 22 Apr 2025
Towards LLMs Robustness to Changes in Prompt Format Styles Lilian Ngweta Kiran Kate Jason Tsay Yara Rizk AAML VLM 30 0 0 09 Apr 2025
Layer-Aware Embedding Fusion for LLMs in Text Classifications Jiho Gwak Yuchul Jung 28 0 0 08 Apr 2025
SCAM: A Real-World Typographic Robustness Evaluation for Multimodal Foundation Models Justus Westerhoff Erblina Purellku Jakob Hackstein Jonas Loos Leo Pinetzki Lorenz Hufe AAML 28 0 0 07 Apr 2025
Joint Extraction Matters: Prompt-Based Visual Question Answering for Multi-Field Document Information Extraction Mengsay Loem Taiju Hosaka 32 0 0 21 Mar 2025
Why Do Multi-Agent LLM Systems Fail? Mert Cemri Melissa Z. Pan Shuyi Yang Lakshya A Agrawal Bhavya Chopra ... Dan Klein Kannan Ramchandran Matei A. Zaharia Joseph E. Gonzalez Ion Stoica LLMAG Presented at ResearchTrend Connect \| LLMAG on 23 Apr 2025 127 7 0 17 Mar 2025
TLAC: Two-stage LMM Augmented CLIP for Zero-Shot Classification Ans Munir Faisal Z. Qureshi M. H. Khan Mohsen Ali VLM 70 0 0 15 Mar 2025
Beyond Black-Box Benchmarking: Observability, Analytics, and Optimization of Agentic Systems Dany Moshkovich Hadar Mulian Sergey Zeltyn Natti Eder Inna Skarbovsky Roy Abitbol 39 1 0 09 Mar 2025
Quantifying the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data Shiping Yang Jie Wu Wenbiao Ding Ning Wu Shining Liang Ming Gong Hengyuan Zhang Dongmei Zhang AAML 66 1 0 07 Mar 2025
Learning to Generate Structured Output with Schema Reinforcement Learning Y. Lu Haolun Li Xin Cong Zhong Zhang Yesai Wu Yankai Lin Zhiyuan Liu Fangming Liu Maosong Sun 39 1 0 26 Feb 2025
Policy-as-Prompt: Rethinking Content Moderation in the Age of Large Language Models Konstantina Palla José Luis Redondo García C. Hauff Francesco Fabbri Henrik Lindström Daniel R. Taber Andreas Damianou M. Lalmas AILaw 62 0 0 25 Feb 2025
Single- vs. Dual-Prompt Dialogue Generation with LLMs for Job Interviews in Human Resources Joachim De Baer A. Seza Doğruöz T. Demeester Chris Develder 38 0 0 25 Feb 2025
Self-Supervised Prompt Optimization Jinyu Xiang Jiayi Zhang Zhaoyang Yu Fengwei Teng Jinhao Tu Xinbing Liang Sirui Hong Chenglin Wu Yuyu Luo OffRL LRM 66 6 0 07 Feb 2025
Beyond Prompt Content: Enhancing LLM Performance via Content-Format Integrated Prompt Optimization Yuanye Liu Jiahang Xu Li Lyna Zhang Qi Chen Xuan Feng Yang Chen Zhongxin Guo Yuqing Yang Cheng Peng 82 2 0 06 Feb 2025
The Order Effect: Investigating Prompt Sensitivity to Input Order in LLMs Bryan Guan Tanya Roosta Peyman Passban Mehdi Rezagholizadeh 97 0 0 06 Feb 2025
Adaptive Self-improvement LLM Agentic System for ML Library Development Genghan Zhang Weixin Liang Olivia Hsu K. Olukotun 119 0 0 04 Feb 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 66 7 0 21 Jan 2025
How Should We Build A Benchmark? Revisiting 274 Code-Related Benchmarks For LLMs Jialun Cao Yuk-Kit Chan Zixuan Ling Wenxuan Wang Shuqing Li ... Pinjia He Shuai Wang Zibin Zheng Michael R. Lyu S. Cheung ALM 69 1 0 18 Jan 2025
A Deep Dive Into Large Language Model Code Generation Mistakes: What and Why? QiHong Chen Jiawei Li Jiecheng Deng Jiachen Yu Justin Tian Jin Chen Iftekhar Ahmed 48 0 0 03 Nov 2024
ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages Mehant Kammakomati Sameer Pimparkhede Srikanth G. Tamilselvam Prince Kumar Pushpak Bhattacharyya ALM 40 0 0 03 Jul 2024