Although semi-supervised variational autoencoder (SemiVAE) works in image classification
task, it fails in text classification task if using vanilla LSTM as its decoder. From a perspective …

Chinese Spelling Check (CSC) is a task to detect and correct spelling errors in Chinese natural
language. Existing methods have made attempts to incorporate the similarity knowledge …

Numerical reasoning over texts, such as addition, subtraction, sorting and counting, is a
challenging machine reading comprehension task, since it requires both natural language …

Semisupervised text classification has attracted much attention from the research community.
In this paper, a novel model, the semisupervised sequential variational autoencoder (…

Polymers/polymer matrix composites possessing low dielectric constants (low-k polymer
dielectrics) contribute to the advance of electronics, for instance, microprocessor chips, mobile …

Phase change materials (PCMs) as one of the most potential latent heat storage techniques
have been widely used for thermal management and energy storage. However, …

The next generation of synthetic aperture radar (SAR) systems will need transmit and receive
analog signals over a wide frequency range with large bandwidth to fulfil the increasing …

With the exploration of synthetic aperture radar (SAR), the requirements for its functionality,
precision, and response time are inevitably increasing, in which the technical core is the …

Rabies is a severe zoonotic disease in China, but the circulation and distribution of rabies
virus (RABV) within animal reservoirs is not well understood. We report the results of 15 years …

Synthetic aperture radar (SAR) installed on unmanned aerial vehicles (UAVs) has drawn
increasing attention in the area of remote sensing due to its high spatial resolution and low …