Jane Wang
8 papers · 2018–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(5)
Core AI
(5)
Learning Paradigms
(5)
Natural Language Processing
(3)
Core Methods
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Generation
(1)
Keywords
reinforcement learning
(3)
few-shot learning
(3)
in-context learning
(2)
language model
(2)
causal intervention
(2)
large language model
(2)
supervised learning
(1)
explanation generation
(1)
prompt learning
(1)
spatio-temporal modeling
(1)
out-of-distribution generalization
(1)
relational reasoning
(1)
predictive modeling
(1)
episodic memory
(1)
causal structure
(1)
distribution shift
(1)
passive learning
(1)
natural language
(1)
vision-language model
(1)
task distribution
(1)
Papers
Meta-in-context learning in large language models
NeurIPS 2023
Passive learning of active causal strategies in agents and language models
NeurIPS 2023
Can language models learn from explanations in context?
EMNLP 2022
Data Distributional Properties Drive Emergent In-Context Learning in Transformers
NeurIPS 2022
Semantic Exploration from Language Abstractions and Pretrained Representations
NeurIPS 2022
Tell me why! Explanations support learning relational and causal structure
ICML 2022
Where there's Smoke, there's Fire: Wildfire Risk Predictive Modeling via Historical Climate Data
AAAI 2021
Been There, Done That: Meta-Learning with Episodic Recall
ICML 2018