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08/22/2023
Can Authorship Representation Learning Capture Stylistic Features?
Automatically disentangling an author's style from the content of their ...
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12/18/2022
Low-Resource Authorship Style Transfer with In-Context Learning
Authorship style transfer involves altering the style of text to match t...
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12/13/2022
Do Text-to-Text Multi-Task Learners Suffer from Task Conflict?
Traditional multi-task learning architectures train a single model acros...
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05/15/2021
A Deep Metric Learning Approach to Account Linking
We consider the task of linking social media accounts that belong to the...
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10/13/2020
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast—Choose Three
Modern neural networks do not always produce well-calibrated predictions...
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05/02/2020
Sources of Transfer in Multilingual Named Entity Recognition
Named-entities are inherently multilingual, and annotations in any given...
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02/19/2020
Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning
Universal feature extractors, such as BERT for natural language processi...
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10/11/2019