Sign Language Gloss Translation [pdf][bib]
Xuan Zhang, Kevin Duh
A. Way, L. Leeson, D. Shterionov & C. Rathmann (Eds.), Sign Language Machine Translation. Springer. 2023
Handshape-Aware Sign Language Recognition: Extended Datasets and Exploration of Handshape-Inclusive Methods
Xuan Zhang, Kevin Duh
EMNLP 2023 [pdf] [bib] [dataset] [code] [poster]Machine Translation with Large Language Models: Prompting, Few-shot Learning, and Fine-tuning with QLoRA
Xuan Zhang, Navid Rajabi, Kevin Duh, Philipp Koehn
WMT 2023 [pdf] [bib] [slides]A Hyperparameter Optimization Toolkit for Neural Machine Translation Research
Xuan Zhang, Kevin Duh, Paul McNamee
ACL 2023 [pdf] [bib] [poster]Post-Hoc Interpretation of Transformer Hyperparameters with Explainable Boosting Machines
Xuan Zhang*, Kiron Deb*#, Kevin Duh
BlackboxNLP@EMNLP2022 [pdf] [bib] [poster]Approaching Sign Language Gloss Translation as a Low-Resource Machine Translation Task
Xuan Zhang, Kevin Duh
AT4SSL@MTSummit2021 [pdf] [bib] [slides]Reproducible and Efficient Benchmarks for Hyperparameter Optimization of Neural Machine Translation Systems
Xuan Zhang, Kevin Duh
TACL 2020 [pdf] [bib] [dataset] [code] [EMNLP_slides]Machine Translation System Selection from Bandit Feedback
Jason Naradowsky, Xuan Zhang, Kevin Duh
AMTA 2020 [pdf] [bib]HABLex: Human Annotated Bilingual Lexicons for Experiments in Machine Translation
Xuan Zhang*, Brian Thompson*, Rebecca Knowles*, Huda Khayrallah, Kevin Duh, Philipp Koehn
Proceedings of EMNLP-IJCNLP 2019, Hong Kong, China. [pdf] [bib] [dataset] [poster]Curriculum Learning for Domain Adaptation in Neural Machine Translation
Xuan Zhang, Pamela Shapiro, Gaurav Kumar, Paul McNamee, Marine Carpuat, and Kevin Duh
Proceedings of NAACL-HLT 2019, Minneapolis, Minnesota. [pdf] [bib] [code] [poster] [one-minute madness]An Empirical Exploration of Curriculum Learning for Neural Machine Translation
Xuan Zhang, Gaurav Kumar, Huda Khayrallah, Kenton Murray, Jeremy Gwinnup, Marianna J Martindale, Paul McNamee, Kevin Duh, and Marine Carpuat
arXiv preprint 1811.00739. [pdf] [bib] [code]The JHU/KyotoU Speech Translation System for IWSLT 2018
Hirofumi Inaguma, Xuan Zhang, Zhiqi Wang, Adithya Renduchintala, Shinji Watanabe and Kevin Duh
Proceedings of IWSLT 2018, Bruges, Belgium. [pdf] [bib]
* indicates shared first authorship.
# indicates students Xuan mentored.