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05/17/2022
When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning
Transfer learning (TL) in natural language processing (NLP) has seen a s...
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04/08/2021
Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text Classification
Text classification is a significant branch of natural language processi...
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08/31/2019
Humor Detection: A Transformer Gets the Last Laugh
Much previous work has been done in attempting to identify humor in text...
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05/23/2019
Why Didn't You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models
To address the lack of comparative evaluation of Human-in-the-Loop Topic...
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05/18/2019
Automatic Evaluation of Local Topic Quality
Topic models are typically evaluated with respect to the global topic di...
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05/18/2019
Cross-referencing using Fine-grained Topic Modeling
Cross-referencing, which links passages of text to other related passage...
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10/23/2018
Preprocessor Selection for Machine Learning Pipelines
Much of the work in metalearning has focused on classifier selection, co...
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09/18/2017
