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Jason Krone
Jason Krone
Amazon AI
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Title
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Year
Structured Prediction as Translation between Augmented Natural Languages
G Paolini, B Athiwaratkun, J Krone, J Ma, A Achille, R Anubhai, ...
arXiv preprint arXiv:2101.05779, 0
309
Augmented natural language for generative sequence labeling
B Athiwaratkun, CN Santos, J Krone, B Xiang
arXiv preprint arXiv:2009.13272, 2020
632020
Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data
D Peskov, N Clarke, J Krone, B Fodor, Y Zhang, A Youssef, M Diab
Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019
582019
Learning to classify intents and slot labels given a handful of examples
J Krone, Y Zhang, M Diab
arXiv preprint arXiv:2004.10793, 2020
442020
Label semantic aware pre-training for few-shot text classification
A Mueller, J Krone, S Romeo, S Mansour, E Mansimov, Y Zhang, D Roth
arXiv preprint arXiv:2204.07128, 2022
402022
Multilingual wakeword detection
Y Gao, M Sun, J Krone, SNP Vitaladevuni, Y Liu
US Patent 11,069,353, 2021
282021
Multi-task learning for continuous control
H Arora, R Kumar, J Krone, C Li
arXiv preprint arXiv:1802.01034, 2018
162018
On the robustness of intent classification and slot labeling in goal-oriented dialog systems to real-world noise
S Sengupta, J Krone, S Mansour
arXiv preprint arXiv:2104.07149, 2021
152021
Soft layer selection with meta-learning for zero-shot cross-lingual transfer
W Xu, B Haider, J Krone, S Mansour
arXiv preprint arXiv:2107.09840, 2021
82021
Robustification of multilingual language models to real-world noise in crosslingual zero-shot settings with robust contrastive pretraining
AC Stickland, S Sengupta, J Krone, S Mansour, H He
arXiv preprint arXiv:2210.04782, 2022
72022
Meta learning to classify intent and slot labels with noisy few shot examples
SW Li, J Krone, S Dong, Y Zhang, Y Al-Onaizan
2021 IEEE Spoken Language Technology Workshop (SLT), 1004-1011, 2021
62021
Multilingual wakeword detection
Y Gao, M Sun, J Krone, SNP Vitaladevuni, Y Liu
US Patent 11,996,097, 2024
2024
Robustification of Multilingual Language Models to Real-world Noise in Crosslingual Zero-shot Settings with Robust Contrastive Pretraining
A Cooper Stickland, S Sengupta, J Krone, S Mansour, H He
arXiv e-prints, arXiv: 2210.04782, 2022
2022
On the Robustness of Goal Oriented Dialogue Systems to Real-world Noise
J Krone, S Sengupta, S Mansoor
arXiv preprint arXiv:2104.07149, 2021
2021
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