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Label Semantic Aware Pre-training for Few-shot Text Classification


Apr 14, 2022
Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth

* Accepted at ACL 2022 

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Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer


Jul 21, 2021
Weijia Xu, Batool Haider, Jason Krone, Saab Mansour

* MetaNLP at ACL 2021 

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On the Robustness of Goal Oriented Dialogue Systems to Real-world Noise


Apr 14, 2021
Jason Krone, Sailik Sengupta, Saab Mansoor

* 9 pages 

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Structured Prediction as Translation between Augmented Natural Languages


Jan 28, 2021
Giovanni Paolini, Ben Athiwaratkun, Jason Krone, Jie Ma, Alessandro Achille, Rishita Anubhai, Cicero Nogueira dos Santos, Bing Xiang, Stefano Soatto


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Meta learning to classify intent and slot labels with noisy few shot examples


Nov 30, 2020
Shang-Wen Li, Jason Krone, Shuyan Dong, Yi Zhang, Yaser Al-onaizan

* accepted by IEEE Spoken Language Technology Workshop, 2021 

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Augmented Natural Language for Generative Sequence Labeling


Sep 15, 2020
Ben Athiwaratkun, Cicero Nogueira dos Santos, Jason Krone, Bing Xiang

* To appear at EMNLP 2020 

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Learning to Classify Intents and Slot Labels Given a Handful of Examples


Apr 22, 2020
Jason Krone, Yi Zhang, Mona Diab

* 8 pages, 2 figures 

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Multi-task Learning for Continuous Control


Feb 03, 2018
Himani Arora, Rajath Kumar, Jason Krone, Chong Li


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