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ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation

27 May 2024

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Papers citing "ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation"

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Title
Alignment with Fill-In-the-Middle for Enhancing Code Generation Houxing Ren Zimu Lu Weikang Shi Haotian Hou Yunqiao Yang Ke Wang A-Long Zhou Junting Pan Mingjie Zhan Jiaming Song 92 0 0 27 Aug 2025
ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation GroundingInternational Conference on Learning Representations (ICLR), 2025 Indraneil Paul Haoyi Yang Goran Glavaš Kristian Kersting Iryna Gurevych AAML SyDa 238 3 0 27 Mar 2025
ConvCodeWorld: Benchmarking Conversational Code Generation in Reproducible Feedback EnvironmentsInternational Conference on Learning Representations (ICLR), 2025 Hojae Han Seung-won Hwang Rajhans Samdani Yuxiong He ALM 277 8 0 27 Feb 2025
OpenCodeInterpreter: Integrating Code Generation with Execution and RefinementAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Tianyu Zheng Ge Zhang Shangda Wu Xueling Liu Bill Yuchen Lin Jie Fu Lei Ma Xiang Yue SyDa 416 195 0 08 Jan 2025
HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Zhaojian Yu Yilun Zhao Arman Cohan Jinqiang Cui LRM 247 25 0 03 Jan 2025
Multi-Programming Language Sandbox for LLMs Jiajun Sun Jiazheng Zhang Jianxiang Zang Yunbo Tao Wenmeng Zhou ... Yixin Cao Tao Gui Jiaqi Leng Tao Gui Qi Zhang 261 6 0 30 Oct 2024
InverseCoder: Unleashing the Power of Instruction-Tuned Code LLMs with Inverse-Instruct Yutong Wu Di Huang Wenxuan Shi Wei Wang Lingzhe Gao ... Qi Guo Yewen Pu Dawei Yin Xing Hu Yunji Chen SyDa 187 7 0 08 Jul 2024
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions Terry Yue Zhuo Minh Chien Vu Jenny Chim Han Hu Wenhao Yu ... David Lo Daniel Fried Xiaoning Du H. D. Vries Leandro von Werra 567 358 0 22 Jun 2024
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for CodeInternational Conference on Learning Representations (ICLR), 2024 Naman Jain King Han Alex Gu Wen-Ding Li Fanjia Yan Tianjun Zhang Sida I. Wang Armando Solar-Lezama Koushik Sen Ion Stoica ELM 421 894 0 12 Mar 2024
StarCoder 2 and The Stack v2: The Next Generation Anton Lozhkov Raymond Li Loubna Ben Allal Federico Cassano J. Lamy-Poirier ... Sean M. Hughes Thomas Wolf Arjun Guha Leandro von Werra H. D. Vries OSLM ELM 231 513 0 29 Feb 2024
StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback Jiajun Sun Yan Liu Haoxiang Jia Limao Xiong Enyu Zhou ... Changzhi Sun Rui Zheng Tao Gui Xuanjing Huang Tao Gui LLMAG 242 73 0 02 Feb 2024
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence Daya Guo Qihao Zhu Dejian Yang Zhenda Xie Kai Dong ... Yu-Huan Wu Yiming Li Fuli Luo Yingfei Xiong W. Liang ELM 368 1,291 0 25 Jan 2024
Leveraging Print Debugging to Improve Code Generation in Large Language Models Xueyu Hu Kun Kuang Jiankai Sun Hongxia Yang Leilei Gan 126 16 0 10 Jan 2024
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding Linyuan Gong Mostafa Elhoushi Alvin Cheung 399 30 0 05 Jan 2024
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical ReasoningInternational Conference on Learning Representations (ICLR), 2023 Ke Wang Houxing Ren Aojun Zhou Zimu Lu Sichun Luo Weikang Shi Renrui Zhang Linqi Song Mingjie Zhan Jiaming Song ReLM LRM SyDa 220 158 0 05 Oct 2023
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 769 2,974 0 28 Sep 2023
Baichuan 2: Open Large-scale Language Models Ai Ming Yang Bin Xiao Bingning Wang Borong Zhang Ce Bian ... Youxin Jiang Yuchen Gao Yupeng Zhang Guosheng Dong Zhiying Wu ELM LRM 735 907 0 19 Sep 2023
MAmmoTH: Building Math Generalist Models through Hybrid Instruction TuningInternational Conference on Learning Representations (ICLR), 2023 Xiang Yue Xingwei Qu Ge Zhang Yao Fu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen AIMat LRM 440 500 0 11 Sep 2023
Code Llama: Open Foundation Models for Code Baptiste Rozière Jonas Gehring Fabian Gloeckle Sten Sootla Itai Gat ... Hugo Touvron Louis Martin Nicolas Usunier Thomas Scialom Gabriel Synnaeve ELM ALM 427 2,718 0 24 Aug 2023
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-VerificationInternational Conference on Learning Representations (ICLR), 2023 Aojun Zhou Ke Wang Zimu Lu Weikang Shi Sichun Luo ... Shaoqing Lu Anya Jia Linqi Song Mingjie Zhan Jiaming Song ReLM LRM 153 193 0 15 Aug 2023
OctoPack: Instruction Tuning Code Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Niklas Muennighoff Qian Liu A. Zebaze Qinkai Zheng Binyuan Hui Terry Yue Zhuo Swayam Singh Xiangru Tang Leandro von Werra Shayne Longpre VLM ALM 335 181 0 14 Aug 2023
ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation Xueying Du Wentai Deng Kaixin Wang Juntao Li Junwei Liu Yixuan Chen Jiayi Feng Chaofeng Sha Xin Peng Xin Peng ELM ALM 175 190 0 03 Aug 2023
PanGu-Coder2: Boosting Large Language Models for Code with Ranking Feedback Bo Shen Jiaxin Zhang Taihong Chen Daoguang Zan Bing Geng ... Ailun Yu Jichuan Ji Jingyang Zhao Yuenan Guo Qianxiang Wang ALM ELM 228 97 0 27 Jul 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 5.7K 15,003 0 18 Jul 2023
FlashAttention-2: Faster Attention with Better Parallelism and Work PartitioningInternational Conference on Learning Representations (ICLR), 2023 Tri Dao LRM 381 2,007 0 17 Jul 2023
WizardCoder: Empowering Code Large Language Models with Evol-InstructInternational Conference on Learning Representations (ICLR), 2023 Ziyang Luo Can Xu Lu Wang Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang ELM SyDa ALM 682 836 0 14 Jun 2023
CodeT5+: Open Code Large Language Models for Code Understanding and GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yue Wang Hung Le Akhilesh Deepak Gotmare Nghi D. Q. Bui Junnan Li Steven C. H. Hoi ALM 298 609 0 13 May 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code GenerationNeural Information Processing Systems (NeurIPS), 2023 Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 1.1K 1,358 0 02 May 2023
Teaching Large Language Models to Self-DebugInternational Conference on Learning Representations (ICLR), 2023 Xinyun Chen Maxwell Lin Nathanael Scharli Denny Zhou LRM 481 899 0 11 Apr 2023
Self-Refine: Iterative Refinement with Self-FeedbackNeural Information Processing Systems (NeurIPS), 2023 Aman Madaan Niket Tandon Prakhar Gupta Skyler Hallinan Luyu Gao ... Bodhisattwa Prasad Majumder Katherine Hermann Sean Welleck Amir Yazdanbakhsh Peter Clark ReLM LRM DiffM 728 2,496 0 30 Mar 2023
CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-XKnowledge Discovery and Data Mining (KDD), 2023 Qinkai Zheng Xiao Xia Xu Zou Yuxiao Dong Shanshan Wang ... Andi Wang Yang Li Teng Su Zhilin Yang Jie Tang ELM ALM SyDa 366 447 0 30 Mar 2023
Reflexion: Language Agents with Verbal Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2023 Noah Shinn Federico Cassano Beck Labash A. Gopinath Karthik Narasimhan Shunyu Yao LLMAG KELM 577 2,157 0 20 Mar 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 3.7K 20,329 0 15 Mar 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 2.8K 17,373 0 27 Feb 2023
The Flan Collection: Designing Data and Methods for Effective Instruction TuningInternational Conference on Machine Learning (ICML), 2023 Shayne Longpre Le Hou Tu Vu Albert Webson Hyung Won Chung ... Denny Zhou Quoc V. Le Barret Zoph Jason W. Wei Adam Roberts ALM 368 834 0 31 Jan 2023
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks Wenhu Chen Xueguang Ma Xinyi Wang William W. Cohen ReLM ReCod LRM 1.1K 1,070 0 22 Nov 2022
PAL: Program-aided Language ModelsInternational Conference on Machine Learning (ICML), 2022 Luyu Gao Aman Madaan Shuyan Zhou Uri Alon Pengfei Liu Yiming Yang Jamie Callan Graham Neubig ReLM LRM 462 605 0 18 Nov 2022
DS-1000: A Natural and Reliable Benchmark for Data Science Code GenerationInternational Conference on Machine Learning (ICML), 2022 Yuhang Lai Chengxi Li Yiming Wang Tianyi Zhang Ruiqi Zhong Luke Zettlemoyer Scott Yih Daniel Fried Si-yi Wang Tao Yu ELM ALM 259 436 0 18 Nov 2022
Efficient Training of Language Models to Fill in the Middle Mohammad Bavarian Heewoo Jun Nikolas Tezak John Schulman C. McLeavey Jerry Tworek Mark Chen 166 250 0 28 Jul 2022
InCoder: A Generative Model for Code Infilling and SynthesisInternational Conference on Learning Representations (ICLR), 2022 Daniel Fried Armen Aghajanyan Jessy Lin Sida I. Wang Eric Wallace Freda Shi Ruiqi Zhong Anuj Kumar Luke Zettlemoyer M. Lewis SyDa 301 789 0 12 Apr 2022
PaLM: Scaling Language Modeling with PathwaysJournal of machine learning research (JMLR), 2022 Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 1.2K 7,320 0 05 Apr 2022
CodeGen: An Open Large Language Model for Code with Multi-Turn Program SynthesisInternational Conference on Learning Representations (ICLR), 2022 Erik Nijkamp Bo Pang Hiroaki Hayashi Lifu Tu Haiquan Wang Yingbo Zhou Silvio Savarese Caiming Xiong ELM 434 1,330 0 25 Mar 2022
Training language models to follow instructions with human feedbackNeural Information Processing Systems (NeurIPS), 2022 Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 2.0K 17,060 0 04 Mar 2022
Training Verifiers to Solve Math Word Problems K. Cobbe V. Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun ... Jerry Tworek Jacob Hilton Reiichiro Nakano Christopher Hesse John Schulman ReLM OffRL LRM 1.0K 6,610 0 27 Oct 2021
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 624 1,887 0 15 Oct 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 1.1K 4,533 0 03 Sep 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq Joty Guosheng Lin 658 1,959 0 02 Sep 2021
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 398 2,790 0 16 Aug 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 1.2K 7,552 0 07 Jul 2021
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He Basel Alomair Jacob Steinhardt ELM AIMat ALM 1.0K 881 0 20 May 2021