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07/13/2021
Developmental Stage Classification of Embryos Using Two-Stream Neural Network with Linear-Chain Conditional Random Field
The developmental process of embryos follows a monotonic order. An embry...
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11/05/2020
Improving Event Duration Prediction via Time-aware Pre-training
End-to-end models in NLP rarely encode external world knowledge about le...
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08/21/2020
Document-level Event-based Extraction Using Generative Template-filling Transformers
We revisit the classic information extraction problem of document-level ...
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09/29/2019
AdaptivFloat: A Floating-point based Data Type for Resilient Deep Learning Inference
Conventional hardware-friendly quantization methods, such as fixed-point...
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02/08/2019