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leaderboard evaluation

6 papers

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large language model (2) multilingual evaluation (2) evaluation metric (2) multilingual nlp (2) task-specific model (1) academic research (1) nlp leaderboard (1) statistical variability (1) equitable evaluation (1) domain-specialized model (1)

Papers

Beyond statistical significance: Quantifying uncertainty and statistical variability in multilingual and multitask NLP evaluation IJCNLP 2025 La Leaderboard: A Large Language Model Leaderboard for Spanish Varieties and Languages of Spain and Latin America ACL 2025 Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability NAACL 2025 LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences ACL 2025 Academics Can Contribute to Domain-Specialized Language Models EMNLP 2024 How Robust are Model Rankings : A Leaderboard Customization Approach for Equitable Evaluation AAAI 2021