Cover Image

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

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ren, Houxing, Zhan, Mingjie, Wu, Zhongyuan, Zhou, Aojun, Pan, Junting, Li, Hongsheng
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code
by: Lu, Zimu, et al.
Published: (2024)

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning
by: Wang, Ke, et al.
Published: (2025)

MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs
by: Lu, Zimu, et al.
Published: (2024)

Empowering Character-level Text Infilling by Eliminating Sub-Tokens
by: Ren, Houxing, et al.
Published: (2024)

WebGen-Agent: Enhancing Interactive Website Generation with Multi-Level Feedback and Step-Level Reinforcement Learning
by: Lu, Zimu, et al.
Published: (2025)

Alignment with Fill-In-the-Middle for Enhancing Code Generation
by: Ren, Houxing, et al.
Published: (2025)

Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning
by: Lu, Zimu, et al.
Published: (2024)

Probability-Consistent Preference Optimization for Enhanced LLM Reasoning
by: Yang, Yunqiao, et al.
Published: (2025)

VoiceAssistant-Eval: Benchmarking AI Assistants across Listening, Speaking, and Viewing
by: Wang, Ke, et al.
Published: (2025)

Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset
by: Wang, Ke, et al.
Published: (2024)

EpiCoder: Encompassing Diversity and Complexity in Code Generation
by: Wang, Yaoxiang, et al.
Published: (2025)

From Solver to Tutor: Evaluating the Pedagogical Intelligence of LLMs with KMP-Bench
by: Shi, Weikang, et al.
Published: (2026)

Edit-Based Refinement for Parallel Masked Diffusion Language Models
by: Ren, Houxing, et al.
Published: (2026)

WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch
by: Lu, Zimu, et al.
Published: (2025)

Meta-Reflection: A Feedback-Free Reflection Learning Framework
by: Wang, Yaoke, et al.
Published: (2024)

StoryCoder: Narrative Reformulation for Structured Reasoning in LLM Code Generation
by: Jang, Geonhui, et al.
Published: (2026)

MapCoder: Multi-Agent Code Generation for Competitive Problem Solving
by: Islam, Md. Ashraful, et al.
Published: (2024)

AI Coders Are Among Us: Rethinking Programming Language Grammar Towards Efficient Code Generation
by: Sun, Zhensu, et al.
Published: (2024)

InCoder-32B-Thinking: Industrial Code World Model for Thinking
by: Yang, Jian, et al.
Published: (2026)

FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation
by: Lu, Zimu, et al.
Published: (2026)

MetaReflection: Learning Instructions for Language Agents using Past Reflections
by: Gupta, Priyanshu, et al.
Published: (2024)

TraceCoder: Towards Traceable ICD Coding via Multi-Source Knowledge Integration
by: Ren, Mucheng, et al.
Published: (2025)

RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation
by: Zhou, Changzhi, et al.
Published: (2025)

Reflection Pretraining Enables Token-Level Self-Correction in Biological Sequence Models
by: Zhang, Xiang, et al.
Published: (2025)

MKE-Coder: Multi-Axial Knowledge with Evidence Verification in ICD Coding for Chinese EMRs
by: You, Xinxin, et al.
Published: (2025)

JumpCoder: Go Beyond Autoregressive Coder via Online Modification
by: Chen, Mouxiang, et al.
Published: (2024)

ReflectSumm: A Benchmark for Course Reflection Summarization
by: Zhong, Yang, et al.
Published: (2024)

Discrete Diffusion for Reflective Vision-Language-Action Models in Autonomous Driving
by: Li, Pengxiang, et al.
Published: (2025)

Enhancing RWKV-based Language Models for Long-Sequence Text Generation
by: Pan, Xinghan
Published: (2025)

Think Twice, Generate Once: Safeguarding by Progressive Self-Reflection
by: Phan, Hoang, et al.
Published: (2025)

Arctic-SnowCoder: Demystifying High-Quality Data in Code Pretraining
by: Wei, Yuxiang, et al.
Published: (2024)

WizardCoder: Empowering Code Large Language Models with Evol-Instruct
by: Luo, Ziyang, et al.
Published: (2023)

ReflectRM: Boosting Generative Reward Models via Self-Reflection within a Unified Judgment Framework
by: Qin, Kai, et al.
Published: (2026)

VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
by: Ho, Chia-Tung, et al.
Published: (2024)

Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization
by: Zhang, Wenqi, et al.
Published: (2024)

VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation
by: Ni, Yuansheng, et al.
Published: (2025)

BioCoder: A Benchmark for Bioinformatics Code Generation with Large Language Models
by: Tang, Xiangru, et al.
Published: (2023)

ShortCoder: Knowledge-Augmented Syntax Optimization for Token-Efficient Code Generation
by: Liu, Sicong, et al.
Published: (2026)

Code-Style In-Context Learning for Knowledge-Based Question Answering
by: Nie, Zhijie, et al.
Published: (2023)

Reinforcement Learning from Reflective Feedback (RLRF): Aligning and Improving LLMs via Fine-Grained Self-Reflection
by: Lee, Kyungjae, et al.
Published: (2024)