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leaderboard generation (1) research benchmark (1) leaderboard construction (1) scientific benchmarking (1) performance tracking (1) metadata extraction (1) scientific leaderboard (1) task dataset metric (1) large language model (1) text processing (1)

Papers

A Position Paper on the Automatic Generation of Machine Learning Leaderboards EMNLP 2025 Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards EMNLP 2024