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06/21/2020
A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics, and Benchmark Datasets
Machine Reading Comprehension (MRC) is a challenging NLP research field ...
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03/17/2020
Predicting Elastic Properties of Materials from Electronic Charge Density Using 3D Deep Convolutional Neural Networks
Materials representation plays a key role in machine learning based pred...
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03/11/2020
Global Attention based Graph Convolutional Neural Networks for Improved Materials Property Prediction
Machine learning (ML) methods have gained increasing popularity in explo...
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02/26/2020
Machine Learning based prediction of noncentrosymmetric crystal materials
Noncentrosymmetric materials play a critical role in many important appl...
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11/12/2019
Generative adversarial networks (GAN) based efficient sampling of chemical space for inverse design of inorganic materials
A major challenge in materials design is how to efficiently search the v...
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02/21/2019
ComplexFace: a Multi-Representation Approach for Image Classification with Small Dataset
State-of-the-art face recognition algorithms are able to achieve good pe...
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03/07/2018