← Authors

Yin-Wen Chang

9 papers · 2010–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (15) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (13) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird ❓ The Questioner

Conferences

EMNLP (4) ICLR (2) ACL (1) JMLR (1) NIPS (1)

Top co-authors

Michael Collins (4) Sanjiv Kumar (3) Srinadh Bhojanapalli (2) Henry Tsai (1) John DeNero (1) Michael Ringgaard (1) Aditya Krishna Menon (1) Sashank Reddi (1) Wei-Cheng Chang (1) Chih-Jen Lin (1)

Keywords

attention mechanism (2) natural language processing (2) machine translation (1) empirical study (1) universal approximation (1) permutation equivariance (1) computational complexity (1) support vector machine (1) linear classifier (1) sparsity pattern (1) bleu score (1) positional encoding (1) search algorithm (1) polynomial feature (1) empirical comparison (1) phrase-based translation (1) decoding algorithm (1) kernel methods (1) neural network (1) segment embedding (1)

Papers

Better autoregressive regression with LLMs via regression-aware fine-tuning ICLR 2025
A Simple and Effective Positional Encoding for Transformers EMNLP 2021
O(n) Connections are Expressive Enough: Universal Approximability of Sparse Transformers NIPS 2020
Pre-training Tasks for Embedding-based Large-scale Retrieval ICLR 2020
Source-Side Left-to-Right or Target-Side Left-to-Right? An Empirical Comparison of Two Phrase-Based Decoding Algorithms EMNLP 2017
A Constrained Viterbi Relaxation for Bidirectional Word Alignment ACL 2014
Optimal Beam Search for Machine Translation EMNLP 2013
Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation EMNLP 2011
Training and Testing Low-degree Polynomial Data Mappings via Linear SVM JMLR 2010