Yin-Wen Chang

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 9

Top Topics

Decoding Algorithm

Brazilian Portuguese

Top Venues

Publications

Srinadh Bhojanapalli, Ayan Chakrabarti, Andreas Veit, Michal Lukasik, Himanshu Jain, Frederick Liu, Yin-Wen Chang, Sanjiv Kumar
Leveraging redundancy in attention with Reuse Transformers. CoRR (2021)
Pu-Chin Chen, Henry Tsai, Srinadh Bhojanapalli, Hyung Won Chung, Yin-Wen Chang, Chun-Sung Ferng
Demystifying the Better Performance of Position Encoding Variants for Transformer. CoRR (2021)
Pu-Chin Chen, Henry Tsai, Srinadh Bhojanapalli, Hyung Won Chung, Yin-Wen Chang, Chun-Sung Ferng
A Simple and Effective Positional Encoding for Transformers. EMNLP (1) (2021)
Wei-Cheng Chang, Felix X. Yu, Yin-Wen Chang, Yiming Yang, Sanjiv Kumar
Pre-training Tasks for Embedding-based Large-scale Retrieval. CoRR (2020)
Chulhee Yun, Yin-Wen Chang, Srinadh Bhojanapalli, Ankit Singh Rawat, Sashank J. Reddi, Sanjiv Kumar
$O(n)$ Connections are Expressive Enough: Universal Approximability of Sparse Transformers. CoRR (2020)
Chulhee Yun, Yin-Wen Chang, Srinadh Bhojanapalli, Ankit Singh Rawat, Sashank J. Reddi, Sanjiv Kumar
O(n) Connections are Expressive Enough: Universal Approximability of Sparse Transformers. NeurIPS (2020)
Wei-Cheng Chang, Felix X. Yu, Yin-Wen Chang, Yiming Yang, Sanjiv Kumar
Pre-training Tasks for Embedding-based Large-scale Retrieval. ICLR (2020)
Yin-Wen Chang, Michael Collins
A Polynomial-Time Dynamic Programming Algorithm for Phrase-Based Decoding with a Fixed Distortion Limit. Trans. Assoc. Comput. Linguistics 5 (2017)
Yin-Wen Chang, Michael Collins
Source-Side Left-to-Right or Target-Side Left-to-Right? An Empirical Comparison of Two Phrase-Based Decoding Algorithms. EMNLP (2017)
Yin-Wen Chang, Alexander M. Rush, John DeNero, Michael Collins
A Constrained Viterbi Relaxation for Bidirectional Word Alignment. ACL (1) (2014)
Alexander M. Rush, Yin-Wen Chang, Michael Collins
Optimal Beam Search for Machine Translation. EMNLP (2013)
Yin-Wen Chang, Michael Collins
Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation. EMNLP (2011)
Yin-Wen Chang, Cho-Jui Hsieh, Kai-Wei Chang, Michael Ringgaard, Chih-Jen Lin
Training and Testing Low-degree Polynomial Data Mappings via Linear SVM. J. Mach. Learn. Res. 11 (2010)
Yin-Wen Chang, Chih-Jen Lin
Feature Ranking Using Linear SVM. WCCI Causation and Prediction Challenge (2008)