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05/18/2023
Generalized Multiple Intent Conditioned Slot Filling
Natural language understanding includes the tasks of intent detection (i...
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03/29/2023
Tackling Hate Speech in Low-resource Languages with Context Experts
Given Myanmars historical and socio-political context, hate speech sprea...
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04/29/2021
NURBS-Diff: A Differentiable NURBS Layer for Machine Learning CAD Applications
Recent deep-learning-based techniques for the reconstruction of geometri...
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03/30/2021
Locally-Contextual Nonlinear CRFs for Sequence Labeling
Linear chain conditional random fields (CRFs) combined with contextual w...
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11/20/2020
Learning Informative Representations of Biomedical Relations with Latent Variable Models
Extracting biomedical relations from large corpora of scientific documen...
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02/22/2019
MPP: Model Performance Predictor
Operations is a key challenge in the domain of machine learning pipeline...
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02/07/2019
ML Health: Fitness Tracking for Production Models
Deployment of machine learning (ML) algorithms in production for extende...
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06/13/2018
Generative Neural Machine Translation
We introduce Generative Neural Machine Translation (GNMT), a latent vari...
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06/13/2018