Yin-Wen Chang
10 papers · 2001–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π Academic Marathon Β· Ultra π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze
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The Questioner
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory Β· Machine Learning
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Architectures
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Core AI
(2)
Resources & Methods
(2)
Techniques
(2)
Application Areas
(1)
Applications
(1)
Generation
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
natural language processing
(2)
attention mechanism
(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)
autoregressive model
(1)
bleu score
(1)
language model
(1)
positional encoding
(1)
search algorithm
(1)
polynomial feature
(1)
empirical comparison
(1)
phrase-based translation
(1)
decoding algorithm
(1)
pre-training task
(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
NeurIPS 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
Feature Ranking Using Linear SVM
AISTATS 2001