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cs.LG2025
Datasheets Aren't Enough: DataRubrics for Automated Quality Metrics and Accountability
Genta Indra Winata, David Anugraha, Emmy Liu +17
High-quality datasets are fundamental to training and evaluating machine learning models, yet their creation-especially with accurate human annotations-remains a significant challe…
cs.LG2019★ 6 cited
Unsupervised Transfer Learning via BERT Neuron Selection
Mehrdad Valipour, En-Shiun Annie Lee, Jaime R. Jamacaro +1
Recent advancements in language representation models such as BERT have led to a rapid improvement in numerous natural language processing tasks. However, language models usually c…