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07/23/2023
Testing Hateful Speeches against Policies
In the recent years, many software systems have adopted AI techniques, e...
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05/29/2023
Contextual Bandits with Budgeted Information Reveal
Contextual bandit algorithms are commonly used in digital health to reco...
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10/14/2022
TestAug: A Framework for Augmenting Capability-based NLP Tests
The recently proposed capability-based NLP testing allows model develope...
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08/14/2021
Few-Sample Named Entity Recognition for Security Vulnerability Reports by Fine-Tuning Pre-Trained Language Models
Public security vulnerability reports (e.g., CVE reports) play an import...
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06/17/2021
An Empirical Study on Hyperparameter Optimization for Fine-Tuning Pre-trained Language Models
The performance of fine-tuning pre-trained language models largely depen...
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10/05/2020
Latent neural source recovery via transcoding of simultaneous EEG-fMRI
Simultaneous EEG-fMRI is a multi-modal neuroimaging technique that provi...
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06/01/2020
Unsupervised Sparse-view Backprojection via Convolutional and Spatial Transformer Networks
Many imaging technologies rely on tomographic reconstruction, which requ...
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01/15/2020
Substituting Gadolinium in Brain MRI Using DeepContrast
Cerebral blood volume (CBV) is a hemodynamic correlate of oxygen metabol...
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10/31/2016
Numerical Facet Range Partition: Evaluation Metric and Methods
Faceted navigation is a very useful component in today's search engines....
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03/13/2014