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machine learning evaluation

7 papers

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Also known as

ML EVALUATION

Co-occurring keywords · papers mentioning both

natural language processing (3) evaluation benchmark (2) machine learning (2) evaluation methodology (2) multilingual nlp (2) benchmark evaluation (2) performance measurement (1) simulation study (1) task benchmark (1) benchmarking methodology (1)

Papers

Forest vs Tree: The (N, K) Trade-off in Reproducible ML Evaluation AAAI 2026 The 2025 ReproNLP Shared Task on Reproducibility of Evaluations in NLP: Overview and Results ACL 2025 A Cross-Domain Benchmark for Active Learning NeurIPS 2024 Evaluating Emotion Arcs Across Languages: Bridging the Global Divide in Sentiment Analysis EMNLP 2023 Inter-annotator agreement is not the ceiling of machine learning performance: Evidence from a comprehensive set of simulations ACL 2022 Benchmarking: Past, Present and Future ACL 2021 On the Need of Cross Validation for Discourse Relation Classification EACL 2017