Yin-Wen Chang
9 papers · 2010–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) π Academic Marathon (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β
The Questioner
Conferences
EMNLP (4)
ICLR (2)
ACL (1)
JMLR (1)
NIPS (1)
Top co-authors
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