Add 7 new papers from April 2026#2
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botbubble wants to merge 12 commits intoDeepSoftwareAnalytics:mainfrom
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Add 7 new papers from April 2026#2botbubble wants to merge 12 commits intoDeepSoftwareAnalytics:mainfrom
botbubble wants to merge 12 commits intoDeepSoftwareAnalytics:mainfrom
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added 12 commits
April 16, 2026 17:14
Papers added: - REAgent (2604.06861) - single_agent: Requirement-Driven LLM Agents for Software Issue Resolution - SWE-AGILE (2604.11716) - single_agent: Dynamic Reasoning Context Management - AgentForge (2604.13120) - multi_agent: Execution-Grounded Multi-Agent Framework - CODESTRUCT (2604.05407) - workflow: Code Agents over Structured Action Spaces (ACL 2026) - SWE-ZERO to SWE-HERO (2604.01496) - sft: Execution-free to Execution-based Fine-tuning - PassRateConstraint (2604.05955) - methods_analysis: Design Constraint Compliance Evaluation - RTMC (2604.11037) - rl: Step-Level Credit Assignment via Rollout Trees
Usage: # List recent papers python scripts/cli_add_paper.py --list # Search python scripts/cli_add_paper.py --search SWE-bench # Add paper to DB python scripts/cli_add_paper.py --short-name TestPaper --title "Test Paper Title" --authors "Author Name" --venue "arXiv 2024" --year 2024 --category single_agent --arxiv https://arxiv.org/abs/... # Add and sync to YAML python scripts/cli_add_paper.py --short-name Test --title Test ... --sync
- SWE-bench Multimodal: 619 → 617 instances (arXiv:2410.03859) - SWE-bench-extra: 2k repos → 1,988 repos, 6.38k → 6,376 instances (HuggingFace nebius/SWE-bench-extra) - Multi-SWE-bench: 76 repos → -, 4,723 → 1,632 instances (arXiv:2504.02605; 4,723 is Multi-SWE-RL) - Add SWE-rebench V2 to table (32,000+ tasks, 20 languages, 3,600+ repos, arXiv:2602.23866)
Added from paper sections (previously missing from table): - OpenSWE: 45,320 envs, 12,800 repos (arXiv:2603.13023) - SWE-Universe: 807,693 envs (arXiv:2602.02361) - Scale-SWE: 100k instances, 5,200 repos (arXiv:2602.09892) - daVinci-Dev: envs available, details on HuggingFace (arXiv:2601.18418) - SWE-Next: 2,308 instances, 3,971 repos (arXiv:2603.20691) - Multi-Docker-Eval: 40 repos, benchmark only (arXiv:2512.06915) Also corrected: - SWE-bench Multimodal: 619 → 617 instances - SWE-bench-extra: 2k → 1,988 repos, 6.38k → 6,376 instances - Multi-SWE-bench: 76 → - repos, 4,723 → 1,632 (RL subset removed)
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New Papers (April 2026)
This PR adds 7 papers published in April 2026, covering multiple categories:
🤖 Single-Agent Systems
👥 Multi-Agent Systems
🔄 Workflow-Based Methods
📚 Supervised Fine-Tuning (SFT)
🔍 Methods Analysis
🎮 Reinforcement Learning (RL)
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