Location via proxy:   [ UP ]   [Report a bug]   [Manage cookies]    No cookies    No scripts    No ads    No referrer    Show this form

Yin-Wen Chang

About me

I am a PhD student at MIT, working with Professor Michael Collins. My research interests include natural language processing and machine learning.

---

Contact Information

MIT CSAIL: 32-G482
E-mail: yinwen at csail

---

Publications

• Yin-Wen Chang, Alexander M. Rush, John DeNero and Michael Collins.
  A Constrained Viterbi Relaxation for Bidirectional Word Alignment.
  Proceedings of ACL 2014.
  [slides].


• Alexander M. Rush, Yin-Wen Chang and Michael Collins.
  Optimal Beam Search for Machine Translation.
  Proceedings of EMNLP 2013.
  


• Yin-Wen Chang and Michael Collins.
  Exact Decoding of Phrase-based Translation Models through Lagrangian Relaxation.
  Proceedings of EMNLP 2011.
  Supplementary material.
  [slides].


• Yin-Wen Chang, Cho-Jui Hsieh, Kai-Wei Chang, Michael Ringgaard, and Chih-Jen Lin.
  Training and Testing Low-degree Polynomial Data Mappings via Linear SVM.
  Journal of Machine Learning Research, 11(2010), 1471-1490.
  (code for experiments in the paper)


• Yin-Wen Chang and Chih-Jen Lin.
  Feature Ranking Using Linear SVM.
  JMLR Workshop and Conference Proceedings: Causality and Prediction Challenge (WCCI 2008), 3(2008), 53-64.