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LEDGER PAPER IN EXCEL

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Preview of Massive-Scale Named Entity Disambiguation with Deep Learning and Data Augmentation
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Massive-Scale Named Entity Disambiguation with Deep Learning and Data Augmentation (conll2018.pdf)

360 KBEN 10 pages
It proposes data augmentation and transfer learning to address scarce training data, demonstrating that bag-of-word embeddings outperform LSTMs in low-data scenarios, while LSTMs excel with larger datasets
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Preview of Higher Education: 250+ Subjects
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Higher Education: 250+ Subjects (HEd-Subject-List-2022.pdf)

161 KBEN 2 pages
The Math subject list includes 20 courses, such as Advanced Statistical Modeling, Calculus I-IV, and Statistics
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