Alert button
Picture for Jason Krone

Jason Krone

Alert button

Robustification of Multilingual Language Models to Real-world Noise with Robust Contrastive Pretraining

Oct 10, 2022
Asa Cooper Stickland, Sailik Sengupta, Jason Krone, Saab Mansour, He He

Figure 1 for Robustification of Multilingual Language Models to Real-world Noise with Robust Contrastive Pretraining
Figure 2 for Robustification of Multilingual Language Models to Real-world Noise with Robust Contrastive Pretraining
Figure 3 for Robustification of Multilingual Language Models to Real-world Noise with Robust Contrastive Pretraining
Figure 4 for Robustification of Multilingual Language Models to Real-world Noise with Robust Contrastive Pretraining
Viaarxiv icon

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

Figure 1 for Label Semantic Aware Pre-training for Few-shot Text Classification
Figure 2 for Label Semantic Aware Pre-training for Few-shot Text Classification
Figure 3 for Label Semantic Aware Pre-training for Few-shot Text Classification
Figure 4 for Label Semantic Aware Pre-training for Few-shot Text Classification
Viaarxiv icon

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

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

Figure 1 for Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer
Figure 2 for Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer
Figure 3 for Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer
Viaarxiv icon

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

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

Figure 1 for On the Robustness of Goal Oriented Dialogue Systems to Real-world Noise
Figure 2 for On the Robustness of Goal Oriented Dialogue Systems to Real-world Noise
Figure 3 for On the Robustness of Goal Oriented Dialogue Systems to Real-world Noise
Figure 4 for On the Robustness of Goal Oriented Dialogue Systems to Real-world Noise
Viaarxiv icon

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

Figure 1 for Structured Prediction as Translation between Augmented Natural Languages
Figure 2 for Structured Prediction as Translation between Augmented Natural Languages
Figure 3 for Structured Prediction as Translation between Augmented Natural Languages
Figure 4 for Structured Prediction as Translation between Augmented Natural Languages
Viaarxiv icon

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

Figure 1 for Meta learning to classify intent and slot labels with noisy few shot examples
Figure 2 for Meta learning to classify intent and slot labels with noisy few shot examples
Figure 3 for Meta learning to classify intent and slot labels with noisy few shot examples
Figure 4 for Meta learning to classify intent and slot labels with noisy few shot examples
Viaarxiv icon

Augmented Natural Language for Generative Sequence Labeling

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

Figure 1 for Augmented Natural Language for Generative Sequence Labeling
Figure 2 for Augmented Natural Language for Generative Sequence Labeling
Figure 3 for Augmented Natural Language for Generative Sequence Labeling
Figure 4 for Augmented Natural Language for Generative Sequence Labeling
Viaarxiv icon

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

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

Figure 1 for Learning to Classify Intents and Slot Labels Given a Handful of Examples
Figure 2 for Learning to Classify Intents and Slot Labels Given a Handful of Examples
Figure 3 for Learning to Classify Intents and Slot Labels Given a Handful of Examples
Figure 4 for Learning to Classify Intents and Slot Labels Given a Handful of Examples
Viaarxiv icon

Multi-task Learning for Continuous Control

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

Figure 1 for Multi-task Learning for Continuous Control
Figure 2 for Multi-task Learning for Continuous Control
Figure 3 for Multi-task Learning for Continuous Control
Figure 4 for Multi-task Learning for Continuous Control
Viaarxiv icon