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11/04/2022
A Mixed Model Approach for Estimating Regional Functional Connectivity from Voxel-level BOLD Signals
Resting state brain functional connectivity quantifies the similarity be...
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07/11/2022
No Language Left Behind: Scaling Human-Centered Machine Translation
Driven by the goal of eradicating language barriers on a global scale, m...
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06/29/2022
Automatic Synthesis of Neurons for Recurrent Neural Nets
We present a new class of neurons, ARNs, which give a cross entropy on t...
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02/11/2022
The Risks, Benefits, and Consequences of Prepublication Moderation: Evidence from 17 Wikipedia Language Editions
Many online communities rely on postpublication moderation where contrib...
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01/28/2022
Family-wise error rate control in Gaussian graphical model selection via Distributionally Robust Optimization
Recently, a special case of precision matrix estimation based on a distr...
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10/15/2021
Alternative Input Signals Ease Transfer in Multilingual Machine Translation
Recent work in multilingual machine translation (MMT) has focused on the...
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08/06/2021
Facebook AI WMT21 News Translation Task Submission
We describe Facebook's multilingual model submission to the WMT2021 shar...
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10/24/2020
Cross-Modal Transfer Learning for Multilingual Speech-to-Text Translation
We propose an effective approach to utilize pretrained speech and text m...
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08/02/2020
Multilingual Translation with Extensible Multilingual Pretraining and Finetuning
Recent work demonstrates the potential of multilingual pretraining of cr...
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06/16/2020