{"total":72,"rows":[{"id":"2308.10620","title":"Large Language Models for Software Engineering: A Systematic Literature Review","created":"2023-08-21","cited_by_count":399,"area":null},{"id":"2406.02630","title":"AI Agents Under Threat: A Survey of Key Security Challenges and Future Pathways","created":"2024-06-04","cited_by_count":127,"area":null},{"id":"2404.00599","title":"EvoCodeBench: An Evolving Code Generation Benchmark Aligned with Real-World Code Repositories","created":"2024-03-31","cited_by_count":72,"area":null},{"id":"2409.00899","title":"MarsCode Agent: AI-native Automated Bug Fixing","created":"2024-09-02","cited_by_count":71,"area":"agents"},{"id":"2409.09030","title":"Agents in Software Engineering: Survey, Landscape, and Vision","created":"2024-09-13","cited_by_count":60,"area":"agents"},{"id":"2404.14646","title":"Exploring and Unleashing the Power of Large Language Models in Automated Code Translation","created":"2024-04-23","cited_by_count":57,"area":null},{"id":"2509.18970","title":"LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions","created":"2025-09-23","cited_by_count":50,"area":"agents"},{"id":"2307.10236","title":"Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models","created":"2023-07-16","cited_by_count":41,"area":null},{"id":"2509.14635","title":"SWE-QA: Can Language Models Answer Repository-level Code Questions?","created":"2025-09-18","cited_by_count":38,"area":null},{"id":"2407.07959","title":"Source Code Summarization in the Era of Large Language Models","created":"2024-07-09","cited_by_count":31,"area":null},{"id":"2308.10462","title":"Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models","created":"2023-08-21","cited_by_count":28,"area":null},{"id":"2312.10349","title":"A Comparative Analysis of Large Language Models for Code Documentation Generation","created":"2023-12-16","cited_by_count":24,"area":null},{"id":"2406.07737","title":"The Future of AI-Driven Software Engineering","created":"2024-06-11","cited_by_count":23,"area":null},{"id":"2411.10213","title":"An Empirical Study on LLM-based Agents for Automated Bug Fixing","created":"2024-11-15","cited_by_count":23,"area":"agents"},{"id":"2401.00288","title":"Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit","created":"2023-12-30","cited_by_count":22,"area":null},{"id":"2409.05001","title":"A Pair Programming Framework for Code Generation via Multi-Plan Exploration and Feedback-Driven Refinement","created":"2024-09-08","cited_by_count":21,"area":null},{"id":"2406.19783","title":"NLPerturbator: Studying the Robustness of Code LLMs to Natural Language Variations","created":"2024-06-28","cited_by_count":20,"area":null},{"id":"2407.16235","title":"Comparison of Static Application Security Testing Tools and Large Language Models for Repo-level Vulnerability Detection","created":"2024-07-23","cited_by_count":18,"area":null},{"id":"2410.12468","title":"Evaluating Software Development Agents: Patch Patterns, Code Quality, and Issue Complexity in Real-World GitHub Scenarios","created":"2024-10-16","cited_by_count":18,"area":"agents"},{"id":"2503.17502","title":"Large Language Models (LLMs) for Source Code Analysis: applications, models and datasets","created":"2025-03-21","cited_by_count":16,"area":null},{"id":"2404.19318","title":"Calibration of Large Language Models on Code Summarization","created":"2024-04-30","cited_by_count":12,"area":null},{"id":"2510.25506","title":"Reflections on the Reproducibility of Commercial LLM Performance in Empirical Software Engineering Studies","created":"2025-10-29","cited_by_count":12,"area":null},{"id":"2401.08376","title":"KADEL: Knowledge-Aware Denoising Learning for Commit Message Generation","created":"2024-01-16","cited_by_count":10,"area":null},{"id":"2409.15204","title":"RAMBO: Enhancing RAG-based Repository-Level Method Body Completion","created":"2024-09-23","cited_by_count":10,"area":null},{"id":"2411.01414","title":"A Deep Dive Into Large Language Model Code Generation Mistakes: What and Why?","created":"2024-11-03","cited_by_count":10,"area":null},{"id":"2411.06638","title":"Model Editing for LLMs4Code: How Far are We?","created":"2024-11-11","cited_by_count":10,"area":null},{"id":"2403.17214","title":"Output Format Biases in the Evaluation of Large Language Models for Code Translation","created":"2024-03-25","cited_by_count":9,"area":null},{"id":"2408.04820","title":"Natural Language Outlines for Code: Literate Programming in the LLM Era","created":"2024-08-09","cited_by_count":9,"area":null},{"id":"2502.03233","title":"Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation","created":"2025-02-05","cited_by_count":9,"area":"rag"},{"id":"2407.01646","title":"ESALE: Enhancing Code-Summary Alignment Learning for Source Code Summarization","created":"2024-07-01","cited_by_count":8,"area":null},{"id":"2408.00686","title":"Can Developers Prompt? A Controlled Experiment for Code Documentation Generation","created":"2024-08-01","cited_by_count":7,"area":null},{"id":"2411.10129","title":"Prompting and Fine-tuning Large Language Models for Automated Code Review Comment Generation","created":"2024-11-15","cited_by_count":7,"area":null},{"id":"2310.16673","title":"Exploring Large Language Models for Code Explanation","created":"2023-10-25","cited_by_count":6,"area":null},{"id":"2411.15501","title":"Instruct or Interact? Exploring and Eliciting LLMs' Capability in Code Snippet Adaptation Through Prompt Engineering","created":"2024-11-23","cited_by_count":6,"area":null},{"id":"2504.19444","title":"Large Language Models are Qualified Benchmark Builders: Rebuilding Pre-Training Datasets for Advancing Code Intelligence Tasks","created":"2025-04-28","cited_by_count":6,"area":null},{"id":"2308.07429","title":"Semantic Similarity Loss for Neural Source Code Summarization","created":"2023-08-14","cited_by_count":5,"area":null},{"id":"2503.17953","title":"Smoke and Mirrors: Jailbreaking LLM-based Code Generation via Implicit Malicious Prompts","created":"2025-03-23","cited_by_count":5,"area":"safety"},{"id":"2512.04680","title":"Generative AI for Self-Adaptive Systems: State of the Art and Research Roadmap","created":"2025-12-04","cited_by_count":5,"area":null},{"id":"2406.03376","title":"Log Parsing using LLMs with Self-Generated In-Context Learning and Self-Correction","created":"2024-06-05","cited_by_count":4,"area":"synth"},{"id":"2508.13214","title":"Too Easily Fooled? Prompt Injection Breaks LLMs on Frustratingly Simple Multiple-Choice Questions","created":"2025-08-16","cited_by_count":4,"area":"safety"},{"id":"2510.14700","title":"LLM Agents for Automated Web Vulnerability Reproduction: Are We There Yet?","created":"2025-10-16","cited_by_count":4,"area":"agents"},{"id":"2511.00517","title":"Issue-Oriented Agent-Based Framework for Automated Review Comment Generation","created":"2025-11-01","cited_by_count":4,"area":"agents"},{"id":"2311.07957","title":"Language Models are Better Bug Detector Through Code-Pair Classification","created":"2023-11-14","cited_by_count":3,"area":null},{"id":"2501.07892","title":"Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models","created":"2025-01-14","cited_by_count":3,"area":"agents"},{"id":"2503.10737","title":"Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization","created":"2025-03-13","cited_by_count":3,"area":null},{"id":"2601.01233","title":"Atomizer: An LLM-based Collaborative Multi-Agent Framework for Intent-Driven Commit Untangling","created":"2026-01-03","cited_by_count":3,"area":"agents"},{"id":"2403.17357","title":"MESIA: Understanding and Leveraging Supplementary Nature of Method-level Comments for Automatic Comment Generation","created":"2024-03-26","cited_by_count":2,"area":null},{"id":"2408.09735","title":"Icing on the Cake: Automatic Code Summarization at Ericsson","created":"2024-08-19","cited_by_count":2,"area":null},{"id":"2409.06416","title":"Exploring the Integration of Large Language Models in Industrial Test Maintenance Processes","created":"2024-09-10","cited_by_count":2,"area":null},{"id":"2412.05561","title":"Can the Rookies Cut the Tough Cookie? Exploring the Use of LLMs for SQL Equivalence Checking","created":"2024-12-07","cited_by_count":2,"area":null},{"id":"2504.07740","title":"Zero-Shot Cross-Domain Code Search without Fine-Tuning","created":"2025-04-10","cited_by_count":2,"area":null},{"id":"2511.05302","title":"When More Retrieval Hurts: Retrieval-Augmented Code Review Generation","created":"2025-11-07","cited_by_count":2,"area":"rag"},{"id":"2412.03815","title":"Synergizing LLMs and Knowledge Graphs: A Novel Approach to Software Repository-Related Question Answering","created":"2024-12-05","cited_by_count":1,"area":null},{"id":"2412.12852","title":"Selective Shot Learning for Code Explanation","created":"2024-12-17","cited_by_count":1,"area":null},{"id":"2501.03166","title":"Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text","created":"2025-01-06","cited_by_count":1,"area":null},{"id":"2502.05739","title":"Mitigating Sensitive Information Leakage in LLMs4Code through Machine Unlearning","created":"2025-02-09","cited_by_count":1,"area":"safety"},{"id":"2505.20973","title":"Towards Conversational Development Environments: Using Theory-of-Mind and Multi-Agent Architectures for Requirements Refinement","created":"2025-05-27","cited_by_count":1,"area":"agents"},{"id":"2605.05267","title":"Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code","created":"2026-05-06","cited_by_count":1,"area":null},{"id":"2605.14563","title":"Remember Your Trace: Memory-Guided Long-Horizon Agentic Framework for Consistent and Hierarchical Repository-Level Code Documentation","created":"2026-05-14","cited_by_count":1,"area":"agents"},{"id":"2410.03351","title":"Generating Equivalent Representations of Code By A Self-Reflection Approach","created":"2024-10-04","cited_by_count":0,"area":null},{"id":"2410.18107","title":"In-Context Code-Text Learning for Bimodal Software Engineering","created":"2024-10-08","cited_by_count":0,"area":null},{"id":"2505.09021","title":"AI-Mediated Code Comment Improvement","created":"2025-05-13","cited_by_count":0,"area":null},{"id":"2506.02791","title":"Contamination Means Overestimation? A Fine-Grained Empirical Study in Code Intelligence","created":"2025-06-03","cited_by_count":0,"area":null},{"id":"2506.14649","title":"Issue Retrieval and Verification Enhanced Supplementary Code Comment Generation","created":"2025-06-17","cited_by_count":0,"area":"rag"},{"id":"2508.09791","title":"LibRec: Benchmarking Retrieval-Augmented LLMs for Library Migration Recommendations","created":"2025-08-13","cited_by_count":0,"area":"rag"},{"id":"2510.26086","title":"LLMBisect: Breaking Barriers in Bug Bisection with A Comparative Analysis Pipeline","created":"2025-10-30","cited_by_count":0,"area":null},{"id":"2512.11258","title":"Multi-Intent Spoken Language Understanding: Methods, Trends, and Challenges","created":"2025-12-12","cited_by_count":0,"area":null},{"id":"2601.23059","title":"On the Impact of Code Comments for Automated Bug-Fixing: An Empirical Study","created":"2026-01-30","cited_by_count":0,"area":null},{"id":"2602.03400","title":"Precision in Practice: Knowledge Guided Code Summarizing Grounded in Industrial Expectations","created":"2026-02-03","cited_by_count":0,"area":null},{"id":"2604.15385","title":"Prompt-Driven Code Summarization: A Systematic Literature Review","created":"2026-04-16","cited_by_count":0,"area":null},{"id":"2607.20933","title":"Transformer-Assisted LLM-Based Source Code Summarisation: to Enable More Secure Software Development","created":"2026-07-23","cited_by_count":0,"area":null},{"id":"2608.22089","title":"On Predicting Vulnerability Severity Using In-Context Learning: An Industrial Case Study","created":"2026-08-22","cited_by_count":0,"area":null}],"next_cursor":null}