James McClelland
4 papers · 2020–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(21)
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Hot Topic Early Bird
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The Questioner
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Core AI
(3)
Natural Language Processing
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Knowledge & Reasoning
(1)
Architectures
(1)
Generation
(1)
Learning Paradigms
(1)
Reasoning
(1)
Resources & Methods
(1)
Keywords
few-shot learning
(2)
causal intervention
(2)
continual learning
(1)
catastrophic forgetting
(1)
embedding space
(1)
relational learning
(1)
in-context learning
(1)
prompt engineering
(1)
explanation generation
(1)
out-of-distribution generalization
(1)
relational reasoning
(1)
causal structure
(1)
concept learning
(1)
generative model
(1)
language model
(1)
attention head
(1)
language description
(1)
commonsense reasoning
(1)
pronoun resolution
(1)
winograd schema
(1)
Papers
Causal interventions expose implicit situation models for commonsense language understanding
ACL 2023
Can language models learn from explanations in context?
EMNLP 2022
Tell me why! Explanations support learning relational and causal structure
ICML 2022
Generative Continual Concept Learning
AAAI 2020