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12/15/2021
Fix your Models by Fixing your Datasets
The quality of underlying training data is very crucial for building per...
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11/22/2021
Namesakes: Ambiguously Named Entities from Wikipedia and News
We present Namesakes, a dataset of ambiguously named entities obtained f...
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05/27/2021
Training With Data Dependent Dynamic Learning Rates
Recently many first and second order variants of SGD have been proposed ...
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09/20/2020
Learning Soft Labels via Meta Learning
One-hot labels do not represent soft decision boundaries among concepts,...
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06/18/2019
Measuring Bias in Contextualized Word Representations
Contextual word embeddings such as BERT have achieved state of the art p...
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02/24/2019