Towards Improved Model Design for Authorship Identification: A Survey on Writing Style Understanding

no code implementations • 30 Sep 2020 • Weicheng Ma, Ruibo Liu, Li-Li Wang, Soroush Vosoughi

While other tasks based on linguistic style understanding benefit from deep learning methods, these methods have not behaved as well as traditional machine learning methods in many authorship-based tasks.

BIG-bench Machine Learning Natural Language Understanding

A Constituent Syntactic Parse Tree Based Discourse Parser

no code implementations • CONLL 2016 • Zhongyi Li, Hai Zhao, Chenxi Pang, Li-Li Wang, Huan Wang

Question Answering Text Classification

Outlier Detection In Large-scale Traffic Data By Naïve Bayes Method and Gaussian Mixture Model Method

no code implementations • 28 Dec 2015 • Philip Lam, Li-Li Wang, Henry Y. T. Ngan, Nelson H. C. Yung, Anthony G. O. Yeh

The kernel smooth NB method assumes the existence of kernel distributions in traffic data and uses Bayes' Theorem to perform OD.

Dimensionality Reduction Management +1

Automatic Incident Classification for Big Traffic Data by Adaptive Boosting SVM

no code implementations • 14 Dec 2015 • Li-Li Wang, Henry Y. T. Ngan, Nelson H. C. Yung

Based on the characteristics of the ST signals, a set of realistic simulation data are generated to construct an extended big traffic database to cover a variety of traffic situations.

Classification General Classification