CodeEditorBench: Evaluating Code Editing Capability of Large Language Models
Paper
• 2404.03543 • Published
• 18
Code Generation
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DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
Paper • 2406.11931 • Published • 69 -
AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents
Paper • 2407.18901 • Published • 35 -
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents
Paper • 2408.07060 • Published • 41 -
SWE-bench-java: A GitHub Issue Resolving Benchmark for Java
Paper • 2408.14354 • Published • 41 -
FuzzCoder: Byte-level Fuzzing Test via Large Language Model
Paper • 2409.01944 • Published • 45 -
Qwen2.5-Coder Technical Report
Paper • 2409.12186 • Published • 153 -
HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale
Paper • 2409.16299 • Published • 11 -
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings
Paper • 2501.01257 • Published • 51 -
HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation
Paper • 2412.21199 • Published • 13 -
Outcome-Refining Process Supervision for Code Generation
Paper • 2412.15118 • Published • 19 -
o1-Coder: an o1 Replication for Coding
Paper • 2412.00154 • Published • 44 -
CodeDPO: Aligning Code Models with Self Generated and Verified Source Code
Paper • 2410.05605 • Published • 1 -
Enhancing LLM Agents for Code Generation with Possibility and Pass-rate Prioritized Experience Replay
Paper • 2410.12236 • Published • 1 -
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
Paper • 2411.04905 • Published • 127 -
SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution
Paper • 2501.05040 • Published • 15 -
Competitive Programming with Large Reasoning Models
Paper • 2502.06807 • Published • 69 -
ACECODER: Acing Coder RL via Automated Test-Case Synthesis
Paper • 2502.01718 • Published • 28 -
Large Language Model Guided Self-Debugging Code Generation
Paper • 2502.02928 • Published • 13 -
CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance
Paper • 2502.04350 • Published • 11 -
CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging
Paper • 2502.05664 • Published • 24 -
S*: Test Time Scaling for Code Generation
Paper • 2502.14382 • Published • 63 -
SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution
Paper • 2502.18449 • Published • 75 -
CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models
Paper • 2502.16614 • Published • 27 -
CODESYNC: Synchronizing Large Language Models with Dynamic Code Evolution at Scale
Paper • 2502.16645 • Published • 21 -
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding
Paper • 2503.02951 • Published • 33 -
FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation
Paper • 2503.06680 • Published • 20 -
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol
Paper • 2503.05860 • Published • 11 -
LocAgent: Graph-Guided LLM Agents for Code Localization
Paper • 2503.09089 • Published • 13 -
LoRACode: LoRA Adapters for Code Embeddings
Paper • 2503.05315 • Published • 13 -
SWE-smith: Scaling Data for Software Engineering Agents
Paper • 2504.21798 • Published • 14 -
SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Paper • 2310.06770 • Published • 9 -
SWEET-RL: Training Multi-Turn LLM Agents on Collaborative Reasoning Tasks
Paper • 2503.15478 • Published • 13 -
Measuring AI Ability to Complete Long Tasks
Paper • 2503.14499 • Published • 16 -
BigO(Bench) -- Can LLMs Generate Code with Controlled Time and Space Complexity?
Paper • 2503.15242 • Published • 10 -
CodeARC: Benchmarking Reasoning Capabilities of LLM Agents for Inductive Program Synthesis
Paper • 2503.23145 • Published • 35 -
Z1: Efficient Test-time Scaling with Code
Paper • 2504.00810 • Published • 26 -
OpenCodeReasoning: Advancing Data Distillation for Competitive Coding
Paper • 2504.01943 • Published • 15 -
Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL
Paper • 2503.23157 • Published • 10 -
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving
Paper • 2504.02605 • Published • 48 -
Iterative Self-Training for Code Generation via Reinforced Re-Ranking
Paper • 2504.09643 • Published • 34 -
MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges?
Paper • 2504.09702 • Published • 18 -
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning
Paper • 2504.17192 • Published • 123 -
LeetCodeDataset: A Temporal Dataset for Robust Evaluation and Efficient Training of Code LLMs
Paper • 2504.14655 • Published • 21