An Thanh Nguyen

PhD Student (2014-)

Computer Science, UT Austin


Conference papers

An Thanh Nguyen, Aditya Kharosekar, Matthew Lease, and Byron Wallace. An Interpretable Joint Graphical Model for Fact-Checking from Crowds. Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI 2018; accepted; forthcoming) [pdf] [code]

An Thanh Nguyen, Byron C. Wallace, Junyi Jessy Li, Ani Nenkova, and Matthew Lease. Aggregating and Predicting Sequence Labels from Crowd Annotations. In Proceedings of the 55th annual meeting of the Association for Computational Linguistics (ACL 2017) [pdf] [code]

An Thanh Nguyen, Matthew Halpern, Byron C. Wallace, and Matthew Lease. Probabilistic Modeling for Crowdsourcing Partially-Subjective Ratings. In Proceedings of the 4th AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2016) [pdf] [code]

An Thanh Nguyen, Byron C. Wallace, and Matthew Lease. A Correlated Worker Model for Grouped, Imbalanced and Multitask Data. In Proceedings of the 32nd International Conference on Uncertainty in Artificial Intelligence (UAI 2016) [pdf] [code]

An Thanh Nguyen, Byron C. Wallace, and Matthew Lease. Combining Crowd and Expert Labels using Decision Theoretic Active Learning. In Proceedings of the 3rd AAAI Conference on Human Computation (HCOMP 2015) [pdf]



Kezban Dilek Onal, Ye Zhang, Ismail Sengor Altingovde, Md Mustafizur Rahman, Pinar Karagoz, Alex Braylan, Brandon Dang, Heng-Lu Chang, Henna Kim, Quinten McNamara, Aaron Angert, Edward Banner, Vivek Khetan, Tyler McDonnell, An Thanh Nguyen, Dan Xu, Byron C. Wallace, Maarten de Rijke, and Matthew Lease. Neural Information Retrieval: At the End of the Early Years. Information Retrieval, 2018. Springer. [pdf]

Matthew Lease, Gordon V. Cormack, An Thanh Nguyen, Thomas A. Trikalinos, and Byron C. Wallace. Systematic Review is e-Discovery in Doctor's Clothing. In Proceedings of the Medical Information Retrieval (MedIR) Workshop at the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2016. [pdf]