Planning with Large Language Models for Code Generation

9 March 2023

Mingyu Ding

Chuang Gan

Papers citing "Planning with Large Language Models for Code Generation"

50 / 93 papers shown

Title
Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models Xiaobao Wu LRM 70 1 0 05 May 2025
Towards Machine-Generated Code for the Resolution of User Intentions Justus Flerlage Ilja Behnke O. Kao 37 0 0 24 Apr 2025
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo João Loula Benjamin LeBrun Li Du Ben Lipkin Clemente Pasti ... Ryan Cotterel Vikash K. Mansinghka Alexander K. Lew Tim Vieira Timothy J. O'Donnell 32 1 0 17 Apr 2025
Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning Can Jin Hongwu Peng Qixin Zhang Yujin Tang Dimitris N. Metaxas Tong Che LLMAG LRM 84 2 0 14 Apr 2025
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models Junxiong Wang Wen-Ding Li Daniele Paliotta Daniel Ritter Alexander M. Rush Tri Dao LRM 24 0 0 14 Apr 2025
A Short Survey on Small Reasoning Models: Training, Inference, Applications and Research Directions Chengyu Wang Taolin Zhang Richang Hong Jun Huang ReLM LRM 37 1 0 12 Apr 2025
From Token to Line: Enhancing Code Generation with a Long-Term Perspective Tingwei Lu Yangning Li Liyuan Wang Binghuai Lin Jiwei Tang ... Hai-tao Zheng Yinghui Li Bingxu An Zhao Wei Y. Xu LLMAG 57 0 0 10 Apr 2025
Sample, Don't Search: Rethinking Test-Time Alignment for Language Models Gonçalo Faria Noah A. Smith 29 0 0 04 Apr 2025
Entropy-Aware Branching for Improved Mathematical Reasoning Xianzhi Li Ethan Callanan Xiaodan Zhu Mathieu Sibue Antony Papadimitriou Mahmoud Mahfouz Zhiqiang Ma Xiaomo Liu LRM 37 0 0 27 Mar 2025
Unified Modeling Language Code Generation from Diagram Images Using Multimodal Large Language Models Averi Bates Ryan Vavricka Shane Carleton Ruosi Shao Chongle Pan 59 0 0 15 Mar 2025
Visualizing Thought: Conceptual Diagrams Enable Robust Planning in LMMs Nasim Borazjanizadeh Roei Herzig Eduard Oks Trevor Darrell Rogerio Feris Leonid Karlinsky LRM 56 0 0 14 Mar 2025
Thinking Machines: A Survey of LLM based Reasoning Strategies Dibyanayan Bandyopadhyay Soham Bhattacharjee Asif Ekbal LRM ELM 46 4 0 13 Mar 2025
AutoMisty: A Multi-Agent LLM Framework for Automated Code Generation in the Misty Social Robot Xiao Wang Lu Dong Sahana Rangasrinivasan Ifeoma Nwogu S. Setlur Venugopal Govindaraju 41 0 0 09 Mar 2025
Large Language Models for Code Generation: A Comprehensive Survey of Challenges, Techniques, Evaluation, and Applications Nam Huynh Beiyu Lin LM&MA 72 18 0 03 Mar 2025
Xpress: A System For Dynamic, Context-Aware Robot Facial Expressions using Language Models Victor Nikhil Antony Maia Stiber Chien-Ming Huang 34 1 0 01 Mar 2025
Thinking Slow, Fast: Scaling Inference Compute with Distilled Reasoners Daniele Paliotta Junxiong Wang Matteo Pagliardini Kevin Y. Li Aviv Bick J. Zico Kolter Albert Gu F. Fleuret Tri Dao ReLM LRM 43 7 0 27 Feb 2025
Your Language Model May Think Too Rigidly: Achieving Reasoning Consistency with Symmetry-Enhanced Training Yihang Yao Zhepeng Cen Miao Li William Jongwon Han Yuyou Zhang Emerson Liu Zuxin Liu Chuang Gan Ding Zhao ReLM LRM 70 0 0 25 Feb 2025
SafeInt: Shielding Large Language Models from Jailbreak Attacks via Safety-Aware Representation Intervention Jiaqi Wu Chen Chen Chunyan Hou Xiaojie Yuan AAML 54 0 0 24 Feb 2025
Beyond Trusting Trust: Multi-Model Validation for Robust Code Generation Bradley McDanel 43 0 0 22 Feb 2025
Traffic Scene Generation from Natural Language Description for Autonomous Vehicles with Large Language Model Bo-Kai Ruan Hao-Tang Tsui Yung-Hui Li Hong-Han Shuai LM&Ro 76 4 0 20 Feb 2025
Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? Zhiyuan Zeng Qinyuan Cheng Zhangyue Yin Yunhua Zhou Xipeng Qiu LRM 78 9 0 17 Feb 2025
From PowerPoint UI Sketches to Web-Based Applications: Pattern-Driven Code Generation for GIS Dashboard Development Using Knowledge-Augmented LLMs, Context-Aware Visual Prompting, and the React Framework Haowen Xu Xiao-Ying Yu 75 0 0 12 Feb 2025
ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates L. Yang Zhaochen Yu Bin Cui Mengdi Wang ReLM LRM AI4CE 96 10 0 10 Feb 2025
Iterative Deepening Sampling for Large Language Models Weizhe Chen Sven Koenig B. Dilkina LRM ReLM 88 0 0 08 Feb 2025
Breaking Focus: Contextual Distraction Curse in Large Language Models Yue Huang Yanbo Wang Zixiang Xu Chujie Gao Siyuan Wu Jiayi Ye Xiuying Chen Pin-Yu Chen X. Zhang AAML 43 1 0 03 Feb 2025
Consistent estimation of generative model representations in the data kernel perspective space Aranyak Acharyya M. Trosset Carey E. Priebe Hayden Helm DiffM 54 3 0 20 Jan 2025
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows Fangyu Lei Jixuan Chen Yuxiao Ye Ruisheng Cao Dongchan Shin ... Caiming Xiong Ruoxi Sun Qian Liu Sida I. Wang Tao Yu LMTD 77 21 0 12 Nov 2024
An LLM Agent for Automatic Geospatial Data Analysis Yuxing Chen Weijie Wang Sylvain Lobry Camille Kurtz LLMAG 32 3 0 24 Oct 2024
Semantic-guided Search for Efficient Program Repair with Large Language Models Thanh Le-Cong Bach Le Toby Murray 23 0 0 22 Oct 2024
Enhancing LLM Agents for Code Generation with Possibility and Pass-rate Prioritized Experience Replay Yuyang Chen Kaiyan Zhao Yiming Wang Ming Yang Jian Zhang Xiaoguang Niu 25 1 0 16 Oct 2024
Optimizing Instruction Synthesis: Effective Exploration of Evolutionary Space with Tree Search Chenglin Li Qianglong Chen Zhi Li Feng Tao Yicheng Li Hao Chen Fei Yu Yin Zhang SyDa 26 0 0 14 Oct 2024
Low-Dimension-to-High-Dimension Generalization And Its Implications for Length Generalization Yang Chen Yitao Liang Zhouchen Lin 18 1 0 11 Oct 2024
AMPO: Automatic Multi-Branched Prompt Optimization Sheng Yang Yurong Wu Yan Gao Zineng Zhou Bin Benjamin Zhu ... Anbang Hu Yuan Fang Yunsong Li Junyan Chen Linjun Yang LLMAG 56 2 0 11 Oct 2024
GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment Yuancheng Xu Udari Madhushani Sehwag Alec Koppel Sicheng Zhu Bang An Furong Huang Sumitra Ganesh 52 6 0 10 Oct 2024
DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models Yiming Huang Jianwen Luo Yan Yu Yitong Zhang Fangyu Lei ... Shizhu He Lifu Huang Xiao Liu Jun Zhao Kang Liu ELM ALM AI4CE 16 6 0 09 Oct 2024
Learning Evolving Tools for Large Language Models Guoxin Chen Zhong Zhang Xin Cong Fangda Guo Yesai Wu Yankai Lin Wenzheng Feng Yasheng Wang KELM 52 1 0 09 Oct 2024
AIME: AI System Optimization via Multiple LLM Evaluators Bhrij Patel Souradip Chakraborty Wesley A. Suttle Mengdi Wang Amrit Singh Bedi Dinesh Manocha 24 8 0 04 Oct 2024
PCQPR: Proactive Conversational Question Planning with Reflection Shasha Guo Lizi Liao Jing Zhang Cuiping Li Hong Chen 32 1 0 02 Oct 2024
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging Yuling Shi Songsong Wang Chengcheng Wan Xiaodong Gu ELM 24 6 0 02 Oct 2024
Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization Aseem Srivastava Smriti Joshi Tanmoy Chakraborty Md. Shad Akhtar 19 3 0 23 Sep 2024
Causal Language Modeling Can Elicit Search and Reasoning Capabilities on Logic Puzzles Kulin Shah Nishanth Dikkala Xin Wang Rina Panigrahy ELM ReLM LRM 29 9 0 16 Sep 2024
Search-Based LLMs for Code Optimization Shuzheng Gao Cuiyun Gao Wenchao Gu Michael Lyu 21 8 0 22 Aug 2024
LLMs can be Dangerous Reasoners: Analyzing-based Jailbreak Attack on Large Language Models Shi Lin Rongchang Li Xun Wang Changting Lin Xun Wang Wenpeng Xing Meng Han Meng Han 53 3 0 23 Jul 2024
Benchmarking Language Model Creativity: A Case Study on Code Generation Yining Lu Dixuan Wang Tianjian Li Dongwei Jiang Daniel Khashabi Meng Jiang Daniel Khashabi LRM 52 10 0 12 Jul 2024
Code Hallucination Mirza Masfiqur Rahman Ashish Kundu LRM HILM 34 2 0 05 Jul 2024
Uncertainty-Guided Optimization on Large Language Model Search Trees Julia Grosse Ruotian Wu Ahmad Rashid Philipp Hennig Pascal Poupart Agustinus Kristiadi 32 1 0 04 Jul 2024
CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents Tianqi Xu Linyao Chen Dai-Jie Wu Yanjun Chen Zecheng Zhang ... Shilong Liu Bochen Qian Philip H. S. Torr Bernard Ghanem G. Li 38 14 0 01 Jul 2024
A Systematic Literature Review on the Use of Machine Learning in Software Engineering Nyaga Fred I. O. Temkin 56 0 0 19 Jun 2024
Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective Yang Chen Cong Fang Zhouchen Lin Bing Liu 19 0 0 17 Jun 2024
Entropy-Reinforced Planning with Large Language Models for Drug Discovery Xuefeng Liu Chih-chan Tien Peng Ding Songhao Jiang Rick L. Stevens 43 4 0 11 Jun 2024