BertGCN: Transductive Text Classification by Combining GNN and BERT

1 code implementation • Findings (ACL) 2021 • Yuxiao Lin, Yuxian Meng, Xiaofei Sun, Qinghong Han, Kun Kuang, Jiwei Li, Fei Wu

text-classification Text Classification

A Comparative Study on Speaker-attributed Automatic Speech Recognition in Multi-party Meetings

no code implementations • 31 Mar 2022 • Fan Yu, Zhihao Du, Shiliang Zhang, Yuxiao Lin, Lei Xie

Therefore, we propose the second approach, WD-SOT, to address alignment errors by introducing a word-level diarization model, which can get rid of such timestamp alignment dependency.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

Evaluation of Tree Based Regression over Multiple Linear Regression for Non-normally Distributed Data in Battery Performance

no code implementations • 3 Nov 2021 • Shovan Chowdhury, Yuxiao Lin, Boryann Liaw, Leslie Kerby

Several techniques are necessary, such as data transformation, to achieve a good multiple linear regression model with this dataset; the most useful techniques are discussed.

BIG-bench Machine Learning regression

BertGCN: Transductive Text Classification by Combining GCN and BERT

1 code implementation • 12 May 2021 • Yuxiao Lin, Yuxian Meng, Xiaofei Sun, Qinghong Han, Kun Kuang, Jiwei Li, Fei Wu

In this work, we propose BertGCN, a model that combines large scale pretraining and transductive learning for text classification.

text-classification Text Classification +1

Deep Sequential Feature Learning in Clinical Image Classification of Infectious Keratitis

no code implementations • 4 Jun 2020 • Yesheng Xu, Ming Kong, Wenjia Xie, Runping Duan, Zhengqing Fang, Yuxiao Lin, Qiang Zhu, Siliang Tang, Fei Wu, Yu-Feng Yao

Infectious keratitis is the most common entities of corneal diseases, in which pathogen grows in the cornea leading to inflammation and destruction of the corneal tissues.

General Classification Image Classification