60 citations · 67 across the 7 of their papers we have counts for
7 papers
RoPDA: Robust Prompt-based Data Augmentation for Low-Resource Named Entity Recognition
Sihan Song, Furao Shen, Jian Zhao
Data augmentation has been widely used in low-resource NER tasks to tackle the problem of data sparsity. However, previous data augmentation methods have the disadvantages of disru…
AugRmixAT: A Data Processing and Training Method for Improving Multiple Robustness and Generalization Performance
Xiaoliang Liu, Furao Shen, Jian Zhao +1
Deep neural networks are powerful, but they also have shortcomings such as their sensitivity to adversarial examples, noise, blur, occlusion, etc. Moreover, ensuring the reliabilit…
IC Neuron: An Efficient Unit to Construct Neural Networks
Junyi An, Fengshan Liu, Jian Zhao +1
As a popular machine learning method, neural networks can be used to solve many complex tasks. Their strong generalization ability comes from the representation ability of the basi…
Super Interaction Neural Network
Yang Yao, Xu Zhang, Baile Xu +2
Recent studies have demonstrated that the convolutional networks heavily rely on the quality and quantity of generated features. However, in lightweight networks, there are limited…
Label Mapping Neural Networks with Response Consolidation for Class Incremental Learning
Xu Zhang, Yang Yao, Baile Xu +4
Class incremental learning refers to a special multi-class classification task, in which the number of classes is not fixed but is increasing with the continual arrival of new data…
Operation-aware Neural Networks for User Response Prediction
Yi Yang, Baile Xu, Furao Shen +1
User response prediction makes a crucial contribution to the rapid development of online advertising system and recommendation system. The importance of learning feature interactio…
Heterogeneous Cellular Networks Using Wireless Backhaul: Fast Admission Control and Large System Analysis
Jian Zhao, Tony Q. S. Quek, Zhongding Lei
We consider a heterogeneous cellular network with densely underlaid small cell access points (SAPs). Wireless backhaul provides the data connection from the core network to SAPs. T…