DeKeDVer: A deep learning-based multi-type software vulnerability classification framework using vulnerability description and source code

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 39.8K citations · Full text

Efficient Estimation of Word Representations in Vector Space

Tomáš Mikolov, Kai Chen, Greg S. Corrado · arXiv (Cornell University) · 2013 · 18.1K citations · Full text

Engineering, Machine Learning, Vector Space +18

Graph Attention Networks

Petar Veličković, Guillem Cucurull, Arantxa Casanova et al. · arXiv (Cornell University) · 2017 · 8.3K citations · Full text

Graph Neural Network, Network Science, Graph Theory +13

LSTM: A Search Space Odyssey

Klaus Greff, Rupesh K. Srivastava, Jan Koutník et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 6.6K citations · Full text

Recurrent Convolutional Neural Networks for Text Classification

Siwei Lai, Liheng Xu, Kang Liu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 2.3K citations · Full text

Natural Language Processing, Structured Prediction, Special Tree Kernels +15