Yin-Wen Chang

16 papers A* 6Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A* conf
Better autoregressive regression with LLMs via regression-aware fine-tuning.
ICLR
Michal Lukasik, Zhao Meng, Harikrishna Narasimhan, Yin-Wen Chang, Aditya Krishna Menon, Felix Yu, Sanjiv Kumar
2021 — conf
A Simple and Effective Positional Encoding for Transformers.
EMNLP (1)
Pu-Chin Chen, Henry Tsai, Srinadh Bhojanapalli, Hyung Won Chung, Yin-Wen Chang, Chun-Sung Ferng
2021 J jnl
Demystifying the Better Performance of Position Encoding Variants for Transformer.
CoRR
Pu-Chin Chen, Henry Tsai, Srinadh Bhojanapalli, Hyung Won Chung, Yin-Wen Chang, Chun-Sung Ferng
2021 J jnl
Leveraging redundancy in attention with Reuse Transformers.
CoRR
Srinadh Bhojanapalli, Ayan Chakrabarti, Andreas Veit, Michal Lukasik, Himanshu Jain, Frederick Liu, Yin-Wen Chang, Sanjiv Kumar
2020 J jnl
$O(n)$ Connections are Expressive Enough: Universal Approximability of Sparse Transformers.
CoRR
Chulhee Yun, Yin-Wen Chang, Srinadh Bhojanapalli, Ankit Singh Rawat, Sashank J. Reddi, Sanjiv Kumar
2020 A* conf
O(n) Connections are Expressive Enough: Universal Approximability of Sparse Transformers.
NeurIPS
Chulhee Yun, Yin-Wen Chang, Srinadh Bhojanapalli, Ankit Singh Rawat, Sashank J. Reddi, Sanjiv Kumar
2020 A* conf
Pre-training Tasks for Embedding-based Large-scale Retrieval.
ICLR
Wei-Cheng Chang, Felix X. Yu, Yin-Wen Chang, Yiming Yang, Sanjiv Kumar
2020 J jnl
Pre-training Tasks for Embedding-based Large-scale Retrieval.
CoRR
Wei-Cheng Chang, Felix X. Yu, Yin-Wen Chang, Yiming Yang, Sanjiv Kumar
2017 J jnl
A Polynomial-Time Dynamic Programming Algorithm for Phrase-Based Decoding with a Fixed Distortion Limit.
Trans. Assoc. Comput. Linguistics
Yin-Wen Chang, Michael Collins
2017 A* conf
Source-Side Left-to-Right or Target-Side Left-to-Right? An Empirical Comparison of Two Phrase-Based Decoding Algorithms.
EMNLP
Yin-Wen Chang, Michael Collins
2015 — —
Exact and Approximate Methods for Machine Translation Decoding.
Yin-Wen Chang
2014 — conf
A Constrained Viterbi Relaxation for Bidirectional Word Alignment.
ACL (1)
Yin-Wen Chang, Alexander M. Rush, John DeNero, Michael Collins
2013 A* conf
Optimal Beam Search for Machine Translation.
EMNLP
Alexander M. Rush, Yin-Wen Chang, Michael Collins
2011 A* conf
Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation.
EMNLP
Yin-Wen Chang, Michael Collins
2010 J jnl
Training and Testing Low-degree Polynomial Data Mappings via Linear SVM.
J. Mach. Learn. Res.
Yin-Wen Chang, Cho-Jui Hsieh, Kai-Wei Chang, Michael Ringgaard, Chih-Jen Lin
2008 — conf
Feature Ranking Using Linear SVM.
WCCI Causation and Prediction Challenge
Yin-Wen Chang, Chih-Jen Lin