Structured Chain-of-Thought Prompting for Code Generation

Structured Chain-of-Thought Prompting for Code Generation

11 May 2023

Papers citing "Structured Chain-of-Thought Prompting for Code Generation"

18 / 18 papers shown

Title
Guiding LLM-based Smart Contract Generation with Finite State Machine Hao Luo Yuhao Lin Xiao Yan Xintong Hu Yalin Wang Qiming Zeng Hao Wang Jiawei Jiang 31 0 0 13 May 2025
RedTeamLLM: an Agentic AI framework for offensive security Brian Challita Pierre Parrend LLMAG 50 0 0 11 May 2025
Learn to Think: Bootstrapping LLM Reasoning Capability Through Graph Representation Learning Hang Gao Chenhao Zhang Tie Wang Junsuo Zhao Fengge Wu Changwen Zheng Huaping Liu LRM 34 0 0 09 May 2025
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Da Zheng Lun Du Junwei Su Yuchen Tian Yuqi Zhu Jintian Zhang Lanning Wei Ningyu Zhang H. Chen LRM 61 0 0 06 May 2025
ARCS: Agentic Retrieval-Augmented Code Synthesis with Iterative Refinement Manish Bhattarai Miguel Cordova Javier E. Santos Dan O’Malley 41 0 0 29 Apr 2025
VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models Weiye Xu Jun Wang Weiyun Wang Zhe Chen Wengang Zhou ... Xiaohua Wang Xizhou Zhu Wenhai Wang Jifeng Dai Jinguo Zhu VLM LRM 55 1 0 21 Apr 2025
A Comprehensive Study of LLM Secure Code Generation Shih-Chieh Dai Jun Xu Guanhong Tao ELM 51 0 0 18 Mar 2025
From Idea to Implementation: Evaluating the Influence of Large Language Models in Software Development -- An Opinion Paper Sargam Yadav Asifa Mehmood Qureshi Abhishek Kaushik Shubham Sharma Roisin Loughran ... . Nikhil Singh Padraic O'Hara Pranay Jaiswal Roshan Chandru David Lillis 56 1 0 10 Mar 2025
Social Genome: Grounded Social Reasoning Abilities of Multimodal Models Leena Mathur Marian Qian Paul Pu Liang Louis-Philippe Morency LRM 157 1 0 21 Feb 2025
A Systematic Approach for Assessing Large Language Models' Test Case Generation Capability Hung-Fu Chang Mohammad Shokrolah Shirazi 66 0 0 05 Feb 2025
An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems Hashmath Shaik Alex Doboli OffRL ELM 149 0 0 31 Dec 2024
Bugs in Large Language Models Generated Code: An Empirical Study Florian Tambon Arghavan Moradi Dakhel Amin Nikanjam Foutse Khomh Michel C. Desmarais G. Antoniol ELM 42 33 0 13 Mar 2024
A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications Pranab Sahoo Ayush Kumar Singh Sriparna Saha Vinija Jain S. Mondal Aman Chadha 60 274 0 05 Feb 2024
OMPGPT: A Generative Pre-trained Transformer Model for OpenMP Le Chen Arijit Bhattacharjee Nesreen Ahmed N. Hasabnis Gal Oren Vy A. Vo Ali Jannesari VLM 31 11 0 28 Jan 2024
Multi-lingual Evaluation of Code Generation Models Ben Athiwaratkun Sanjay Krishna Gouda Zijian Wang Xiaopeng Li Yuchen Tian ... Baishakhi Ray Parminder Bhatia Sudipta Sengupta Dan Roth Bing Xiang ELM 120 160 0 26 Oct 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 328 11,953 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 389 8,495 0 28 Jan 2022