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nlp benchmark

16 papers

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benchmark evaluation (5) large language model (4) low-resource language (4) model performance (3) natural language understanding (3) multilingual nlp (3) text classification (3) language model (2) benchmark dataset (2) language understanding (2)

Papers

Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance EMNLP 2025 Batayan: A Filipino NLP benchmark for evaluating Large Language Models ACL 2025 In Benchmarks We Trust ... Or Not? EMNLP 2025 Sinhala Encoder-only Language Models and Evaluation ACL 2025 DIALECTBENCH: An NLP Benchmark for Dialects, Varieties, and Closely-Related Languages ACL 2024 NLP Progress in Indigenous Latin American Languages NAACL 2024 Vygotsky Distance: Measure for Benchmark Task Similarity COLING 2024 Superlim: A Swedish Language Understanding Evaluation Benchmark EMNLP 2023 The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions EMNLP 2023 A global analysis of metrics used for measuring performance in natural language processing ACL 2022 KoBEST: Korean Balanced Evaluation of Significant Tasks COLING 2022 Mukayese: Turkish NLP Strikes Back ACL 2022 Evaluating the Robustness of Neural Language Models to Input Perturbations EMNLP 2021 ERASER: A Benchmark to Evaluate Rationalized NLP Models ACL 2020 PuzzLing Machines: A Challenge on Learning From Small Data ACL 2020 Utility is in the Eye of the User: A Critique of NLP Leaderboards EMNLP 2020