Cover Image

Strengthening Programming Comprehension in Large Language Models through Code Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ren, Xiaoning, Hu, Qiang, Ma, Wei, Li, Yan, Zhang, Yao, Jiang, Lingxiao, Xue, Yinxing
Format:	Preprint
Published:	2025
Subjects:	Software Engineering Programming Languages
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PPM: Automated Generation of Diverse Programming Problems for Benchmarking Code Generation Models
by: Chen, Simin, et al.
Published: (2024)

From Effectiveness to Efficiency: Uncovering Linguistic Bias in Large Language Model-based Code Generation
by: Jiang, Weipeng, et al.
Published: (2024)

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

Finding Compiler Bugs through Cross-Language Code Generator and Differential Testing
by: Feng, Qiong, et al.
Published: (2025)

Correctness-Guaranteed Code Generation via Constrained Decoding
by: Li, Lingxiao, et al.
Published: (2025)

LLMigrate: Transforming "Lazy" Large Language Models into Efficient Source Code Migrators
by: Liu, Yuchen, et al.
Published: (2025)

COBOL-Coder: Domain-Adapted Large Language Models for COBOL Code Generation and Translation
by: Dau, Anh T. V., et al.
Published: (2026)

SIMCOPILOT: Evaluating Large Language Models for Copilot-Style Code Generation
by: Jiang, Mingchao, et al.
Published: (2025)

Perish or Flourish? A Holistic Evaluation of Large Language Models for Code Generation in Functional Programming
by: Lang, Nguyet-Anh H., et al.
Published: (2026)

LPR: Large Language Models-Aided Program Reduction
by: Zhang, Mengxiao, et al.
Published: (2023)

How Programming Concepts and Neurons Are Shared in Code Language Models
by: Kargaran, Amir Hossein, et al.
Published: (2025)

Scalable, Validated Code Translation of Entire Projects using Large Language Models
by: Zhang, Hanliang, et al.
Published: (2024)

Strengthening Solidity Invariant Generation: From Post- to Pre-Deployment
by: Kaushik, Kartik, et al.
Published: (2024)

CodeIF-Bench: Evaluating Instruction-Following Capabilities of Large Language Models in Interactive Code Generation
by: Wang, Peiding, et al.
Published: (2025)

Semantic Source Code Segmentation using Small and Large Language Models
by: Dahou, Abdelhalim, et al.
Published: (2025)

Large Language Models for Multilingual Code Intelligence: A Survey
by: Jiang, Chao, et al.
Published: (2026)

Enhancing Automated Loop Invariant Generation for Complex Programs with Large Language Models
by: Liu, Ruibang, et al.
Published: (2024)

Demystifying the Evolution of Neural Networks with BOM Analysis: Insights from a Large-Scale Study of 55,997 GitHub Repositories
by: Ren, Xiaoning, et al.
Published: (2025)

Learning to Guarantee Type Correctness in Code Generation through Type-Guided Program Synthesis
by: Huang, Zhechong, et al.
Published: (2025)

Dual-Language General-Purpose Self-Hosted Visual Language and new Textual Programming Language for Applications
by: Fayed, Mahmoud Samir
Published: (2025)

Fully Automated Generation of Combinatorial Optimisation Systems Using Large Language Models
by: Karapetyan, Daniel
Published: (2025)

Structural Code Search using Natural Language Queries
by: Limpanukorn, Ben, et al.
Published: (2025)

CodeMind: Evaluating Large Language Models for Code Reasoning
by: Liu, Changshu, et al.
Published: (2024)

Benchmarking LLM Code Generation for Audio Programming with Visual Dataflow Languages
by: Zhang, William, et al.
Published: (2024)

Python Symbolic Execution with LLM-powered Code Generation
by: Wang, Wenhan, et al.
Published: (2024)

Self-Improving Code Generation via Semantic Entropy and Behavioral Consensus
by: Zhang, Huan, et al.
Published: (2026)

Assured Automatic Programming via Large Language Models
by: Mirchev, Martin, et al.
Published: (2024)

DeCon: Detecting Incorrect Assertions via Postconditions Generated by a Large Language Model
by: Yu, Hao, et al.
Published: (2025)

CodeFuse-Query: A Data-Centric Static Code Analysis System for Large-Scale Organizations
by: Xie, Xiaoheng, et al.
Published: (2024)

Benchmarking Large Language Models for ABAP Code Generation: An Empirical Study on Iterative Improvement by Compiler Feedback
by: Wallraven, Stephan, et al.
Published: (2026)

DRReduce: Enhancing Syntax-Guided Program Reduction with Dependency Reconstruction
by: Feng, Qiong, et al.
Published: (2026)

CodeContests-O: Powering LLMs via Feedback-Driven Iterative Test Case Generation
by: Cai, Jianfeng, et al.
Published: (2026)

Towards Repository-Level Program Verification with Large Language Models
by: Zhong, Si Cheng, et al.
Published: (2025)

Pareto Optimal Code Generation
by: Orlanski, Gabriel, et al.
Published: (2025)

Is Functional Correctness Enough to Evaluate Code Language Models? Exploring Diversity of Generated Codes
by: Chon, Heejae, et al.
Published: (2024)

iScript: A Domain-Adapted Large Language Model and Benchmark for Physical Design Tcl Script Generation
by: Xu, Ning, et al.
Published: (2026)

A Roadmap for Tamed Interactions with Large Language Models
by: Scotti, Vincenzo, et al.
Published: (2025)

SuperCoder: Assembly Program Superoptimization with Large Language Models
by: Wei, Anjiang, et al.
Published: (2025)

Concept-Based Generic Programming in C++
by: Stroustrup, Bjarne
Published: (2025)

Program Structure Aware Precondition Generation
by: Dinella, Elizabeth, et al.
Published: (2023)