Khanh Nguyen

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Hal Daumé IIIAssociate Professor of Computer Science, University of MarylandVerified email at umiacs.umd.edu
Brendan O'ConnorUniversity of Massachusetts AmherstVerified email at cs.umass.edu
Jordan Boyd-GraberAssociate Professor, University of MarylandVerified email at umiacs.umd.edu
Debadeepta DeyPrincipal Researcher, Microsoft ResearchVerified email at microsoft.com
Chris BrockettPrincipal Researcher, Microsoft ResearchVerified email at microsoft.com
Bill DolanPrincipal Researcher, Microsoft Research AIVerified email at microsoft.com
Dipendra MisraMicrosoft Research New YorkVerified email at microsoft.com
patrick shaftoRutgers University - NewarkVerified email at rutgers.edu
Robert SchapireMicrosoft ResearchVerified email at microsoft.com
Miroslav DudikMicrosoft ResearchVerified email at microsoft.com
Amr SharafMicrosoftVerified email at microsoft.com
Kianté BrantleyUniversity of Maryland College ParkVerified email at cs.umd.edu
Shi FengUniversity of Maryland, College ParkVerified email at cs.umd.edu
Yonatan BiskCarnegie Mellon UniversityVerified email at cs.cmu.edu
amittai axelrodApple AI/MLVerified email at apple.com
Marine CarpuatAssociate Professor, Computer Science, University of MarylandVerified email at umd.edu
Marianna J. MartindalePhD Student, iSchool, University of MarylandVerified email at umd.edu
Ahmed ElgoharyMicrosoftVerified email at microsoft.com
Jinfeng RaoTLM, Google AIVerified email at google.com
Xing NiuAmazon AIVerified email at amazon.com

Khanh Nguyen

University of Maryland, College Park

Verified email at cs.umd.edu - Homepage

Human-AI Interaction Natural Language Processing Reinforcement Learning Imitation Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Posterior calibration and exploratory analysis for natural language processing models K Nguyen, B O'Connor EMNLP, 2015	83	2015
Help, Anna! Visual navigation with natural multimodal assistance via retrospective curiosity-encouraging imitation learning K Nguyen, H Daumé III EMNLP, 2019	79	2019
Reinforcement learning for bandit neural machine translation with simulated human feedback K Nguyen, H Daumé III, J Boyd-Graber EMNLP, 2017	69	2017
Vision-based navigation with language-based assistance via imitation learning with indirect intervention K Nguyen, D Dey, C Brockett, B Dolan CVPR, 2019	68	2019
Interactive learning from activity description K Nguyen, D Misra, R Schapire, M Dudík, P Shafto ICML, 2021	14	2021
Global Voices: Crossing borders in automatic news summarization K Nguyen, H Daumé III NEWSUMS workshop, EMNLP, 2019	12	2019
Imitation learning with recurrent neural networks K Nguyen arXiv preprint arXiv:1607.05241, 2016	6	2016
The umd neural machine translation systems at wmt 2017 bandit learning task A Sharaf, S Feng, K Nguyen, K Brantley, H Daumé III WMT, 2017	4	2017
Active imitation learning from multiple non-deterministic teachers: formulation, challenges, and algorithms K Nguyen, H Daumé III arXiv preprint arXiv:2006.07777, 2020	2	2020
The umd machine translation systems at iwslt 2015 A Axelrod, A Elgohary, M Martindale, K Nguyễn, X Niu, Y Vyas, M Carpuat IWSLT, 2015	2	2015
A framework for learning to request rich and contextually useful information from humans K Nguyen, Y Bisk, H Daumé III ICML, 2022	1*	2022
Converting POMDPs into MDPs using History Representation KX Nguyen engrXiv, 2021	1	2021
Notes on Theory of Mind K Nguyen		2022

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