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04/30/2023
Calibration Error Estimation Using Fuzzy Binning
Neural network-based decisions tend to be overconfident, where their raw...
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03/12/2022
On Information Hiding in Natural Language Systems
With data privacy becoming more of a necessity than a luxury in today's ...
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12/05/2021
Interpretable Privacy Preservation of Text Representations Using Vector Steganography
Contextual word representations generated by language models (LMs) learn...
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04/22/2021
Low Anisotropy Sense Retrofitting (LASeR) : Towards Isotropic and Sense Enriched Representations
Contextual word representation models have shown massive improvements on...
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04/22/2021
Fuzzy Classification of Multi-intent Utterances
Current intent classification approaches assign binary intent class memb...
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12/14/2020