Research
I have mostly published in natural language processing. An up-to-date list of publications can be found at Google Scholar.
2023
To be updated...
2022
Late Fusion Framework with Triplet Margin Objective for Multimodal Ideology Prediction and Analysis
Changyuan Qiu, Winston Wu, Xinliang Frederick Zhang, and Lu Wang
EMNLP 2022
pdf
Known Words Will Do: Unknown Concept Translation via Lexical Relations
Winston Wu and David Yarowsky
LowResMT 2022
pdf
Deciphering and Characterizing Out-of-Vocabulary Words for Morphologically Rich Languages
Georgie Botev, Arya D. McCarthy, Winston Wu, and David Yarowsky
COLING 2022
pdf
Trends in Silicates in the β Pictoris Disk
Cicero X. Lu, Christine H. Chen, B. A. Sargent, Dan M. Watson, Carey M. Lisse, Joel D. Green, Michael L. Sitko, Tushar Mittal, V. Lebouteiller, G. C. Sloan, Isabel Rebollido, Dean C. Hines, Julien H. Girard, Michael W. Werner, Karl R. Stapelfeldt, Winston Wu, and Kadin Worthen.
The Astrophysical Journal 2022
pdf
On the Robustness of Cognate Generation Models
Winston Wu and David Yarowsky
LREC 2022
pdf | poster
Computational Etymology: Word Formation and Origins
Winston Wu
PhD Dissertation
pdf
2021
Evaluating Neural Model Robustness for Machine Comprehension
Winston Wu, Dustin Arendt, and Svitlana Volkova
EACL 2021
pdf | slides
On Pronunciations in Wiktionary: Extraction and Experiments on Multilingual Syllabification and Stress Prediction
Winston Wu and David Yarowsky
BUCC 2021
pdf
Sequence Models for Computational Etymology of Borrowings
Winston Wu, Kevin Duh, David Yarowsky
Findings of ACL 2021
pdf
2020
Neural Transduction for Multilingual Lexical Translation
Dylan Lewis, Winston Wu, Arya D. McCarthy, and David Yarowsky
COLING 2020
pdf
Wiktionary Normalization of Translations and Morphological Information
Winston Wu and David Yarowsky
COLING 2020
pdf | poster | code | data
The JHU Submission to the 2020 Duolingo Shared Task on Simultaneous Translation and Paraphrase for Language Education
Huda Khayrallah, Jacob Bremerman, Arya D. McCarthy, Kenton Murray, Winston Wu, and Matt Post
Workshop on Neural Generation and Translation 2020
pdf
JHUBC's Submission to LT4HALA EvaLatin 2020
Winston Wu and Garrett Nicolai
LT4HALA 2020
pdf
An Analysis of Massively Multilingual Neural Machine Translation for Low-Resource Languages
Aaron Mueller, Garrett Nicolai, Arya D. McCarthy, Dylan Lewis, Winston Wu, and David Yarowsky
LREC 2020
paper
Computational Etymology and Word Emergence
Winston Wu and David Yarowsky
LREC 2020
pdf | code | data
Fine-grained Morphosyntactic Analysis and Generation Tools for More Than One Thousand Languages
Garrett Nicolai, Dylan Lewis, Arya D. McCarthy, Aaron Mueller, Winston Wu, and David Yarowsky
LREC 2020
pdf
Multilingual Dictionary Based Construction of Core Vocabulary
Winston Wu, Garrett Nicolai, and David Yarowsky
LREC 2020
pdf | code
The Johns Hopkins University Bible Corpus: 1600+ Tongues for Typological Exploration
Arya D. McCarthy, Rachel Wicks, Dylan Lewis, Aaron Mueller, Winston Wu, Oliver Adams, Garrett Nicolai, Matt Post, and David Yarowsky
LREC 2020
pdf
2019
Modeling Color Terminology Across Thousands of Languages
Arya McCarthy, Winston Wu, Aaron Mueller, Bill Watson, David Yarowsky
EMNLP 2019
pdf
An Exploration of Placeholding in Neural Machine Translation
Matt Post, Shuoyang Ding, Marianna Martindale and Winston Wu
Machine Translation Summit 2019
pdf
Single-Cell RNA-Sequencing Identifies Activation of TP53 and STAT1 Pathways in Human T Lymphocyte Subpopulations in Response to Ex Vivo Radiation Exposure
Maria Moreno-Villanueva, Ye Zhang, Alan Feiveson, Brandon Mistretta, Yinghong Pan, Sujash Chatterjee, Winston Wu, Ryan Clanton, Mayra Nelman-Gonzalez, Stephanie Krieger, Preethi Gunaratne, Brian Crucian, Honglu Wu
Int J Mol Sci 2019
pdf
2018
A Comparative Study of Extremely Low-Resource Transliteration of the World's Languages
Winston Wu and David Yarowsky
LREC 2018
pdf | poster | code
Creating a Translation Matrix of the Bible's Names Across 591 Languages
Winston Wu, Nidhi Vyas, and David Yarowsky
LREC 2018
pdf | slides | code
Creating Large-Scale Cognate Tables
Winston Wu and David Yarowsky
LREC 2018
paper | slides | code
Massively Translingual Compound Analysis and Translation Discovery
Winston Wu and David Yarowsky
LREC 2018
pdf | poster | code
2015
Extending a Textual Entailment Framework with VerbNet Semantics
Winston Wu
Undergraduate Honors Thesis