Cover Image

AACR-Bench: Evaluating Automatic Code Review with Holistic Repository-Level Context

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Lei, Yu, Yongda, Yu, Minghui, Guo, Xinxin, Zhuang, Zhengqi, Rong, Guoping, Shao, Dong, Shen, Haifeng, Kuang, Hongyu, Li, Zhengfeng, Wang, Boge, Zhang, Guoan, Xiang, Bangyu, Xu, Xiaobin
Format:	Preprint
Published:	2026
Subjects:	Software Engineering Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ConceptRM: The Quest to Mitigate Alert Fatigue through Consensus-Based Purity-Driven Data Cleaning for Reflection Modelling
by: Yu, Yongda, et al.
Published: (2026)

AUCAD: Automated Construction of Alignment Dataset from Log-Related Issues for Enhancing LLM-based Log Generation
by: Zhang, Hao, et al.
Published: (2024)

Improving LLM-Based Go Code Review through Issue-List Generation and Context Augmentation
by: Sun, Kexin, et al.
Published: (2026)

MRG-Bench: Evaluating and Exploring the Requirements of Context for Repository-Level Code Generation
by: Li, Haiyang
Published: (2025)

Distilling Desired Comments for Enhanced Code Review with Large Language Models
by: Yu, Yongda, et al.
Published: (2024)

RepoTransBench: A Real-World Multilingual Benchmark for Repository-Level Code Translation
by: Wang, Yanli, et al.
Published: (2024)

RepoShapley: Shapley-Enhanced Context Filtering for Repository-Level Code Completion
by: Huo, Yu, et al.
Published: (2026)

AVIATE: Exploiting Translation Variants of Artifacts to Improve IR-based Traceability Recovery in Bilingual Software Projects
by: Sun, Kexin, et al.
Published: (2024)

CoreCodeBench: Decoupling Code Intelligence via Fine-Grained Repository-Level Tasks
by: Fu, Lingyue, et al.
Published: (2025)

M2rc-Eval: Massively Multilingual Repository-level Code Completion Evaluation
by: Liu, Jiaheng, et al.
Published: (2024)

Digital Preservation in the Context of Institutional Repositories
by: Hockx-Yu, Helen
Published: (2006)

SynthCoder: A Synthetical Strategy to Tune LLMs for Code Completion
by: Yu, Dongjun, et al.
Published: (2025)

Toward Executable Repository-Level Code Generation via Environment Alignment
by: Pan, Ruwei, et al.
Published: (2026)

Persistent Cross-Attempt State Optimization for Repository-Level Code Generation
by: Pan, Ruwei, et al.
Published: (2026)

On the Impacts of Contexts on Repository-Level Code Generation
by: Hai, Nam Le, et al.
Published: (2024)

REPOFUSE: Repository-Level Code Completion with Fused Dual Context
by: Liang, Ming, et al.
Published: (2024)

Does AI Code Review Lead to Code Changes? A Case Study of GitHub Actions
by: Sun, Kexin, et al.
Published: (2025)

Repository-Level Graph Representation Learning for Enhanced Security Patch Detection
by: Wen, Xin-Cheng, et al.
Published: (2024)

Brevity is the Soul of Wit: Condensing Code Changes to Improve Commit Message Generation
by: Kuang, Hongyu, et al.
Published: (2025)

FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation
by: Li, Wei, et al.
Published: (2025)

Code for "Topographical Features of the Lunar Surface Unveiled through Spherical Voronoi Tessellation Analysis Method of DEM Roughness at Equal Spatial Scales "
by: Zhengfeng, Zhang
Published: (2025)

In Line with Context: Repository-Level Code Generation via Context Inlining
by: Hu, Chao, et al.
Published: (2026)

PyRadar: Towards Automatically Retrieving and Validating Source Code Repository Information for PyPI Packages
by: Gao, Kai, et al.
Published: (2024)

ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code
by: Tang, Xiangru, et al.
Published: (2023)

GraphCoder: Enhancing Repository-Level Code Completion via Code Context Graph-based Retrieval and Language Model
by: Liu, Wei, et al.
Published: (2024)

MHRC-Bench: A Multilingual Hardware Repository-Level Code Completion benchmark
by: Zou, Qingyun, et al.
Published: (2026)

MigrationBench: Repository-Level Code Migration Benchmark from Java 8
by: Liu, Linbo, et al.
Published: (2025)

Fine-Tuning LLMs to Analyze Multiple Dimensions of Code Review: A Maximum Entropy Regulated Long Chain-of-Thought Approach
by: Yu, Yongda, et al.
Published: (2025)

Weather Prediction Using CNN-LSTM for Time Series Analysis: A Case Study on Delhi Temperature Data
by: Li, Bangyu, et al.
Published: (2024)

Predicting Muscle Thickness Deformation from Muscle Activation Patterns: A Dual-Attention Framework
by: Lan, Bangyu, et al.
Published: (2024)

On the Effectiveness of Context Compression for Repository-Level Tasks: An Empirical Investigation
by: Feng, Jia, et al.
Published: (2026)

On The Importance of Reasoning for Context Retrieval in Repository-Level Code Editing
by: Kovrigin, Alexander, et al.
Published: (2024)

ATime-Consistent Benchmark for Repository-Level Software Engineering Evaluation
by: Xianpeng, et al.
Published: (2026)

Expert Systems for Automatic Cataloging Based on AACR2: A Survey of Research.
by: Meador, Roy, III, et al.
Published: (1988)

AInsteinBench: Benchmarking Coding Agents on Scientific Repositories
by: Duston, Titouan, et al.
Published: (2025)

Highlights of AACR 2 Revised: A Brief Examination of the Differences between AACR 2 and AACR 2R.
by: Gregory, Vicki L.
Published: (1990)

How can we trust opaque systems? Criteria for robust explanations in XAI
by: Boge, Florian J., et al.
Published: (2025)

RepoScope: Leveraging Call Chain-Aware Multi-View Context for Repository-Level Code Generation
by: Liu, Yang, et al.
Published: (2025)

CATCODER: Repository-Level Code Generation with Relevant Code and Type Context
by: Pan, Zhiyuan, et al.
Published: (2024)

ReCUBE: Evaluating Repository-Level Context Utilization in Code Generation
by: Hong, Jiseung, et al.
Published: (2026)