Yin-Wen Chang

Training and Testing Low-degree Polynomial Data Mappings via Linear SVM

Yin-Wen Chang, Cho‐Jui Hsieh, Kai‐Wei Chang et al. · 2010 · 478 citations

Engineering, Machine Learning, Nonlinear Kernels +22

Feature Ranking Using Linear SVM

Yin-Wen Chang, Chih‐Jen Lin · 2008 · 221 citations

Artificial Intelligence, Feature Ranking, Ranking Algorithm +19

A Simple and Effective Positional Encoding for Transformers

Pu-Chin Chen, Henry Tsai, Srinadh Bhojanapalli et al. · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 50 citations · Full text

Structured Prediction, Engineering, Machine Learning +17

Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation

Yin-Wen Chang, Michael Collins · DSpace@MIT (Massachusetts Institute of Technology) · 2011 · 48 citations · Full text

Optimal Beam Search for Machine Translation

Alexander M. Rush, Yin-Wen Chang, Michael J. Collins · 2013 · 15 citations · Full text

Natural Language Processing, Computer-assisted Translation, Syntactic Parsing +15