Gabriella Kazai
4 papers · 2023–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
Top co-authors
Research topics
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Generation
(2)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
pre-trained language model
(2)
representation learning
(1)
semi-supervised learning
(1)
variational inference
(1)
domain adaptation
(1)
bayesian inference
(1)
natural language processing
(1)
uncertainty quantification
(1)
model calibration
(1)
prompt engineering
(1)
task-oriented dialogue
(1)
natural language understanding
(1)
weak supervision
(1)
variational autoencoder
(1)
language model
(1)
latent space
(1)
user satisfaction
(1)
dialogue system
(1)
dialogue system evaluation
(1)
task-adaptive pre-training
(1)
Papers
Bayesian Prompt Ensembles: Model Uncertainty Estimation for Black-Box Large Language Models
ACL 2024
Rethinking Semi-supervised Learning with Language Models
ACL 2023
Robust Weak Supervision with Variational Auto-Encoders
ICML 2023
Schema-Guided User Satisfaction Modeling for Task-Oriented Dialogues
ACL 2023