Thomas Griffiths
9 papers · 2005–2024 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze
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Conference Pioneer
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The Questioner
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Architectures
(2)
Core Methods
(2)
Learning Paradigms · Machine Learning
(2)
Interdisciplinary
(1)
Natural Language Processing
(1)
Cognitive Science
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Keywords
information theory
(1)
transformer architecture
(1)
representation learning
(1)
reinforcement learning
(1)
state abstraction
(1)
approximate inference
(1)
bayesian inference
(1)
hierarchical planning
(1)
masked language model
(1)
gradient descent
(1)
serial reproduction
(1)
cognitive control
(1)
prior distribution
(1)
hierarchical bayesian model
(1)
sampling method
(1)
creative problem solving
(1)
neural language model
(1)
syntactic representation
(1)
syntactic generalization
(1)
probing method
(1)
Papers
MacGyver: Are Large Language Models Creative Problem Solvers?
NAACL 2024
Probing BERT’s priors with serial reproduction chains
ACL 2022
Meta-Learning of Structured Task Distributions in Humans and Machines
ICLR 2021
Investigating representations of verb bias in neural language models
EMNLP 2020
People Do Not Just Plan,They Plan to Plan
AAAI 2020
Recasting Gradient-Based Meta-Learning as Hierarchical Bayes
ICLR 2018
A Probabilistic Approach to Diachronic Phonology
EMNLP 2007
Bayesian Inference for PCFGs via Markov Chain Monte Carlo
NAACL 2007
Online Inference of Topics with Latent Dirichlet Allocation
AISTATS 2005