The Debugging Decay Index: Rethinking Debugging Strategies for Code LLMs
Paper
• 2506.18403 • Published
• 3
Code
-
-
ReCode: Updating Code API Knowledge with Reinforcement Learning
Paper • 2506.20495 • Published • 10 -
SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution
Paper • 2507.23348 • Published • 12 -
LoCoBench: A Benchmark for Long-Context Large Language Models in Complex Software Engineering
Paper • 2509.09614 • Published • 7 -
LongCodeZip: Compress Long Context for Code Language Models
Paper • 2510.00446 • Published • 107 -
CoDA: Coding LM via Diffusion Adaptation
Paper • 2510.03270 • Published • 43 -
BigCodeArena: Unveiling More Reliable Human Preferences in Code Generation via Execution
Paper • 2510.08697 • Published • 39 -
A Survey of Vibe Coding with Large Language Models
Paper • 2510.12399 • Published • 50 -
ReCode: Unify Plan and Action for Universal Granularity Control
Paper • 2510.23564 • Published • 122 -
VCode: a Multimodal Coding Benchmark with SVG as Symbolic Visual Representation
Paper • 2511.02778 • Published • 102 -
WebVIA: A Web-based Vision-Language Agentic Framework for Interactive and Verifiable UI-to-Code Generation
Paper • 2511.06251 • Published • 14 -
Agentic Rubrics as Contextual Verifiers for SWE Agents
Paper • 2601.04171 • Published • 12 -
MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences
Paper • 2601.06789 • Published • 79 -
ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development
Paper • 2601.11077 • Published • 65 -
Stable-DiffCoder: Pushing the Frontier of Code Diffusion Large Language Model
Paper • 2601.15892 • Published • 53 -
Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
Paper • 2601.11868 • Published • 34 -
CodeOCR: On the Effectiveness of Vision Language Models in Code Understanding
Paper • 2602.01785 • Published • 94 -
SWE-Universe: Scale Real-World Verifiable Environments to Millions
Paper • 2602.02361 • Published • 60 -
Code2World: A GUI World Model via Renderable Code Generation
Paper • 2602.09856 • Published • 196 -
K-Search: LLM Kernel Generation via Co-Evolving Intrinsic World Model
Paper • 2602.19128 • Published • 6 -
Agentic Code Reasoning
Paper • 2603.01896 • Published • 5 -
SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale
Paper • 2602.23866 • Published • 45