Jason Krone
8 papers · 2019–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (27) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(7)
Natural Language Processing
(7)
Learning Types · Machine Learning
(7)
Artificial Intelligence
(5)
Applications
(5)
Learning Paradigms
(5)
Deep Learning
(4)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Core AI
(2)
Generation
(2)
Resources & Methods
(2)
Understanding
(2)
Core Methods
(1)
Techniques
(1)
Keywords
intent classification
(4)
slot labeling
(3)
few-shot learning
(2)
named entity recognition
(2)
noise robustness
(2)
data augmentation
(2)
sequence labeling
(1)
structured prediction
(1)
zero-shot learning
(1)
goal-oriented dialogue
(1)
bert model
(1)
cross-lingual transfer
(1)
semantic role labeling
(1)
generative framework
(1)
crowdsourced annotation
(1)
relation extraction
(1)
generative model
(1)
prototypical network
(1)
multi-task learning
(1)
contrastive learning
(1)
Papers
Robustification of Multilingual Language Models to Real-world Noise in Crosslingual Zero-shot Settings with Robust Contrastive Pretraining
EACL 2023
Label Semantic Aware Pre-training for Few-shot Text Classification
ACL 2022
On the Robustness of Intent Classification and Slot Labeling in Goal-oriented Dialog Systems to Real-world Noise
EMNLP 2021
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer
ACL 2021
Structured Prediction as Translation between Augmented Natural Languages
ICLR 2021
Augmented Natural Language for Generative Sequence Labeling
EMNLP 2020
Learning to Classify Intents and Slot Labels Given a Handful of Examples
ACL 2020
Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data
EMNLP 2019