Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step

25 February 2024

Papers citing "Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step"

18 / 18 papers shown

Title
From Reasoning to Generalization: Knowledge-Augmented LLMs for ARC Benchmark Chao Lei Nir Lipovetzky Krista A. Ehinger Yanchuan Chang LRM 56 0 0 23 May 2025
SEAL: Steerable Reasoning Calibration of Large Language Models for Free Runjin Chen Zhenyu Zhang Junyuan Hong Souvik Kundu Zhangyang Wang OffRL LRM 75 9 0 07 Apr 2025
Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors Zhiyu Yang Shuo Wang Yukun Yan Yang Deng 50 0 0 28 Mar 2025
CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging Md. Ashraful Islam Mohammed Eunus Ali Md. Rizwan Parvez LLMAG 101 2 0 08 Feb 2025
BudgetMLAgent: A Cost-Effective LLM Multi-Agent system for Automating Machine Learning Tasks Shubham Gandhi Manasi Patwardhan Lovekesh Vig Gautam M. Shroff LLMAG 69 1 0 12 Nov 2024
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation Jaehong Yoon Shoubin Yu Vaidehi Patil Huaxiu Yao Joey Tianyi Zhou 94 21 0 16 Oct 2024
Denial-of-Service Poisoning Attacks against Large Language Models Kuofeng Gao Tianyu Pang Chao Du Yong Yang Shu-Tao Xia Min Lin SILM AAML 89 42 0 14 Oct 2024
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future Haolin Jin Linghan Huang Haipeng Cai Jun Yan Bo Li Huaming Chen 102 34 0 05 Aug 2024
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules Hung Le Hailin Chen Amrita Saha Akash Gokul Doyen Sahoo Shafiq Joty LRM 60 43 0 13 Oct 2023
Fine-Grained Human Feedback Gives Better Rewards for Language Model Training Zeqiu Wu Yushi Hu Weijia Shi Nouha Dziri Alane Suhr Prithviraj Ammanabrolu Noah A. Smith Mari Ostendorf Hannaneh Hajishirzi ALM 95 317 0 02 Jun 2023
Gorilla: Large Language Model Connected with Massive APIs Shishir G. Patil Tianjun Zhang Xin Wang Joseph E. Gonzalez ELM CLL ALM SyDa 64 540 0 24 May 2023
LEVER: Learning to Verify Language-to-Code Generation with Execution Ansong Ni Srini Iyer Dragomir R. Radev Ves Stoyanov Wen-tau Yih Sida I. Wang Xi Lin 52 216 0 16 Feb 2023
Coder Reviewer Reranking for Code Generation Tianyi Zhang Tao Yu Tatsunori B. Hashimoto M. Lewis Wen-tau Yih Daniel Fried Sida I. Wang 69 94 0 29 Nov 2022
Binding Language Models in Symbolic Languages Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 156 203 0 06 Oct 2022
Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions Ansong Ni J. Inala Chenglong Wang Oleksandr Polozov Christopher Meek Dragomir R. Radev Jianfeng Gao ReLM AIMat LRM 43 44 0 28 May 2022
Competition-Level Code Generation with AlphaCode Yujia Li David Choi Junyoung Chung Nate Kushman Julian Schrittwieser ... Esme Sutherland Robson Pushmeet Kohli Nando de Koray Kavukcuoglu Oriol Vinyals 46 1,337 0 08 Feb 2022
Program Synthesis with Large Language Models Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski ... Ellen Jiang Carrie J. Cai Michael Terry Quoc V. Le Charles Sutton ELM AIMat ReCod ALM 86 1,846 0 16 Aug 2021
Code Completion with Neural Attention and Pointer Networks Jian Li Yue Wang Michael R. Lyu Irwin King 58 236 0 27 Nov 2017