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05/22/2023
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, Toxicity
Pretraining is the preliminary and fundamental step in developing capabl...
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09/15/2021
Comparing Text Representations: A Theory-Driven Approach
Much of the progress in contemporary NLP has come from learning represen...
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10/30/2020
Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents
Images can give us insights into the contextual meanings of words, but c...
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10/26/2018
Computational Histological Staining and Destaining of Prostate Core Biopsy RGB Images with Generative Adversarial Neural Networks
Histopathology tissue samples are widely available in two states: paraff...
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10/25/2018