Evaluation & benchmarks for advanced learners

452 resources · page 15 of 15

• SWE-Bench Pro Verified

  by Pujun Zheng et al. (Shanghai Artificial Intelligence Laboratory)

  arXiv paper (2026) introducing SWE-Bench Pro Verified, an audited software-engineering benchmark that removes leakage and flawed tasks.

  Advanced learning_resource paper China / International en

• The Leaderboard Illusion

  by Shivalika Singh et al. (Cohere)

  arXiv paper (2025) "The Leaderboard Illusion", auditing how private testing and data access distort Chatbot Arena rankings.

  Advanced learning_resource paper International en

• Tutor CoPilot: a human-AI approach to real-time expertise

  by Rose E. Wang et al. (Stanford University)

  arXiv paper (2024) reporting a randomized field study of Tutor CoPilot, an AI assistant for human tutors.

  Advanced learning_resource paper United States en

• UNLP 2026 Ukrainian NLP workshop paper

  by Svitlana Galeshchuk et al.

  UNLP 2026 workshop paper (PDF) on Ukrainian NLP evaluation.

  Advanced–Expert learning_resource paper Ukraine uk|en

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