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05/14/2023
Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency
The field of Math-NLP has witnessed significant growth in recent years, ...
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11/03/2022
Overcoming Barriers to Skill Injection in Language Modeling: Case Study in Arithmetic
Through their transfer learning abilities, highly-parameterized large pr...
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10/01/2022
Detecting Irregular Network Activity with Adversarial Learning and Expert Feedback
Anomaly detection is a ubiquitous and challenging task relevant across m...
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03/04/2022
Contrastive Graph Convolutional Networks for Hardware Trojan Detection in Third Party IP Cores
The availability of wide-ranging third-party intellectual property (3PIP...
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06/30/2021
Using AntiPatterns to avoid MLOps Mistakes
We describe lessons learned from developing and deploying machine learni...
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09/23/2020
Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19
Forecasting influenza in a timely manner aids health organizations and p...
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11/06/2019