Graph-based, Self-Supervised Program Repair from Diagnostic Feedback

20 May 2020

Papers citing "Graph-based, Self-Supervised Program Repair from Diagnostic Feedback"

50 / 87 papers shown

Title
Logic Error Localization in Student Programming Assignments Using Pseudocode and Graph Neural Networks Zhenyu Xu Anton van den Hengel Victor S. Sheng 21 0 0 11 Oct 2024
Multi-Task Program Error Repair and Explanatory Diagnosis Zhenyu Xu Victor S. Sheng KELM LRM 28 0 0 09 Oct 2024
Teaching Language Models to Self-Improve by Learning from Language Feedback Chi Hu Yimin Hu Hang Cao Tong Xiao Jingbo Zhu LRM VLM 35 4 0 11 Jun 2024
Scaling Automatic Extraction of Pseudocode Levent Toksoz Gang Tan C. L. Giles 35 0 0 07 Jun 2024
When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMs Ryo Kamoi Yusen Zhang Nan Zhang Jiawei Han Rui Zhang LRM 47 57 0 03 Jun 2024
Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction Xiaoyuan Li Wenjie Wang Moxin Li Junrong Guo Yang Zhang Fuli Feng ELM LRM 33 15 0 02 Jun 2024
Generating Feedback-Ladders for Logical Errors in Programming using Large Language Models Hasnain Heickal Andrew Lan LRM 27 2 0 01 May 2024
Improving LLM Classification of Logical Errors by Integrating Error Relationship into Prompts Yanggyu Lee Suchae Jeong Jihie Kim 27 5 0 30 Apr 2024
SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models M. Kapadnis Sohan Patnaik Abhilash Nandy Sourjyadip Ray Pawan Goyal Debdoot Sheet VLM 33 3 0 27 Apr 2024
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 35 20 0 30 Dec 2023
RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair André Silva Sen Fang Martin Monperrus MoMe KELM 64 38 0 25 Dec 2023
Fully Authentic Visual Question Answering Dataset from Online Communities Chongyan Chen Mengchen Liu Noel Codella Yunsheng Li Lu Yuan Danna Gurari 43 5 0 27 Nov 2023
LLMs cannot find reasoning errors, but can correct them given the error location Gladys Tyen Hassan Mansoor Victor Carbune Peter Chen Tony Mak LRM 17 71 0 14 Nov 2023
Can LLMs Patch Security Issues? Kamel Alrashedy Abdullah Aljasser Pradyumna Tambwekar Matthew Gombolay AAML 21 6 0 13 Nov 2023
On The Open Prompt Challenge In Conditional Audio Generation Ernie Chang Sidd Srinivasan Mahi Luthra Pin-Jie Lin Varun K. Nagaraja ... Zechun Liu Zhaoheng Ni Changsheng Zhao Yangyang Shi Vikas Chandra 38 4 0 01 Nov 2023
Teaching Language Models to Self-Improve through Interactive Demonstrations Xiao Yu Baolin Peng Michel Galley Jianfeng Gao Zhou Yu LRM ReLM 33 19 0 20 Oct 2023
$$\mathcal{B}$-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis$ $\mathcal{B}$ -Coder: Value-Based Deep Reinforcement Learning for Program Synthesis Zishun Yu Yunzhe Tao Liyu Chen Tao Sun Hongxia Yang 29 8 0 04 Oct 2023
Large Language Models as Analogical Reasoners Michihiro Yasunaga Xinyun Chen Yujia Li Panupong Pasupat J. Leskovec Percy Liang Ed H. Chi Denny Zhou ReLM LRM 21 77 0 03 Oct 2023
#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models K. Lu Hongyi Yuan Zheng Yuan Runji Lin Junyang Lin Chuanqi Tan Chang Zhou Jingren Zhou ALM LRM 29 63 0 14 Aug 2023
LARCH: Large Language Model-based Automatic Readme Creation with Heuristics Yuta Koreeda Terufumi Morishita Osamu Imaichi Yasuhiro Sogawa VLM 26 2 0 06 Aug 2023
Graph Neural Networks For Mapping Variables Between Programs -- Extended Version Pedro Orvalho Jelle Piepenbrock Mikolávs Janota Vasco M. Manquinho 34 0 0 24 Jul 2023
Is Self-Repair a Silver Bullet for Code Generation? Theo X. Olausson J. Inala Chenglong Wang Jianfeng Gao Armando Solar-Lezama LRM 26 108 0 16 Jun 2023
Large Language Models of Code Fail at Completing Code with Potential Bugs Tuan Dinh Jinman Zhao Samson Tan Renato M. P. Negrinho Leonard Lausen Sheng Zha George Karypis LRM 22 25 0 06 Jun 2023
Security Knowledge-Guided Fuzzing of Deep Learning Libraries Nima Shiri Harzevili Mohammad Mahdi Mohajer Moshi Wei H. Pham Song Wang AAML AI4CE 11 1 0 05 Jun 2023
SelfEvolve: A Code Evolution Framework via Large Language Models Shuyang Jiang Yuhao Wang Yu Wang 21 32 0 05 Jun 2023
Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning Ximing Lu Faeze Brahman Peter West Jaehun Jang Khyathi Raghavi Chandu ... Bill Yuchen Lin Skyler Hallinan Xiang Ren Sean Welleck Yejin Choi 22 26 0 24 May 2023
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning Seungone Kim Se June Joo Doyoung Kim Joel Jang Seonghyeon Ye Jamin Shin Minjoon Seo ALM RALM LRM 23 96 0 23 May 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Nan Duan Weizhu Chen KELM LRM 36 357 0 19 May 2023
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation Patrick Fernandes Aman Madaan Emmy Liu António Farinhas Pedro Henrique Martins ... José G. C. de Souza Shuyan Zhou Tongshuang Wu Graham Neubig André F. T. Martins ALM 117 56 0 01 May 2023
ITER: Iterative Neural Repair for Multi-Location Patches He Ye Monperrus Martin KELM 25 32 0 24 Apr 2023
Teaching Large Language Models to Self-Debug Xinyun Chen Maxwell Lin Nathanael Scharli Denny Zhou LRM 36 639 0 11 Apr 2023
Self-Refine: Iterative Refinement with Self-Feedback Aman Madaan Niket Tandon Prakhar Gupta Skyler Hallinan Luyu Gao ... Bodhisattwa Prasad Majumder Katherine Hermann Sean Welleck Amir Yazdanbakhsh Peter Clark ReLM LRM DiffM 52 1,432 0 30 Mar 2023
Knowledge Transfer for Pseudo-code Generation from Low Resource Programming Language Ankita Sontakke Kanika Kalra Manasi S. Patwardhan L. Vig Raveendra Kumar Medicherla Ravindra Naik Shrishti Pradhan 14 2 0 16 Mar 2023
Learning Performance-Improving Code Edits Alex Shypula Aman Madaan Yiming Yang Uri Alon Jacob R. Gardner Milad Hashemi Graham Neubig Parthasarathy Ranganathan Osbert Bastani Amir Yazdanbakhsh SyDa 25 81 0 15 Feb 2023
Syntax and Domain Aware Model for Unsupervised Program Translation Fang Liu Jia Li Li Zhang 27 18 0 08 Feb 2023
Execution-based Code Generation using Deep Reinforcement Learning Parshin Shojaee Aneesh Jain Sindhu Tipirneni Chandan K. Reddy 25 52 0 31 Jan 2023
FLAME: A small language model for spreadsheet formulas Harshit Joshi Abishai Ebenezer J. Cambronero Sumit Gulwani Aditya Kanade Vu Le Ivan Radivcek Gust Verbruggen LMTD 37 12 0 31 Jan 2023
Improving Automated Program Repair with Domain Adaptation Armin Zirak Hadi Hemmati 16 9 0 21 Dec 2022
Coder Reviewer Reranking for Code Generation Tianyi Zhang Tao Yu Tatsunori B. Hashimoto M. Lewis Wen-tau Yih Daniel Fried Sida I. Wang 35 92 0 29 Nov 2022
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 Nghi D. Q. Bui Yue Wang Steven C. H. Hoi 27 15 0 27 Nov 2022
Generating Sequences by Learning to Self-Correct Sean Welleck Ximing Lu Peter West Faeze Brahman T. Shen Daniel Khashabi Yejin Choi LRM 27 216 0 31 Oct 2022
CS1QA: A Dataset for Assisting Code-based Question Answering in an Introductory Programming Course Changyoon Lee Yeon Seonwoo Alice H. Oh 29 11 0 26 Oct 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 62 2,989 0 20 Oct 2022
MIXCODE: Enhancing Code Classification by Mixup-Based Data Augmentation Zeming Dong Qiang Hu Yuejun Guo Maxime Cordy Mike Papadakis Zhenya Zhang Yves Le Traon Jianjun Zhao 31 8 0 06 Oct 2022
Are Machine Programming Systems using Right Source-Code Measures to Select Code Repositories? N. Hasabnis 27 2 0 24 Sep 2022
Repair Is Nearly Generation: Multilingual Program Repair with LLMs Harshit Joshi J. Cambronero Sumit Gulwani Vu Le Ivan Radicek Gust Verbruggen LRM 28 122 0 24 Aug 2022
CommitBART: A Large Pre-trained Model for GitHub Commits Shangqing Liu Yanzhou Li Xiaofei Xie Yang Liu VLM AI4TS 26 18 0 17 Aug 2022
Learning to Improve Code Efficiency Bing Chen Daniel Tarlow Kevin Swersky Martin Maas P. Heiber Ashish Naik Milad Hashemi Parthasarathy Ranganathan 18 9 0 09 Aug 2022
Neurosymbolic Repair for Low-Code Formula Languages Rohan Bavishi Harshit Joshi José Pablo Cambronero Sánchez Anna Fariha Sumit Gulwani Vu Le Ivan Radicek A. Tiwari 16 13 0 24 Jul 2022
BigIssue: A Realistic Bug Localization Benchmark Paul Kassianik Erik Nijkamp Bo Pang Yingbo Zhou Caiming Xiong 9 0 0 21 Jul 2022