Keyon Vafa
9 papers · 2019–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (21) 𧬠Topic Evolution
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Research topics
Keywords
world model
(2)
large language model
(2)
generalization
(2)
language modeling
(2)
sequence prediction
(1)
rationale extraction
(1)
variational inference
(1)
model interpretability
(1)
chain-of-thought reasoning
(1)
distribution shift
(1)
feature attribution
(1)
sequential prediction
(1)
greedy algorithm
(1)
discrete distribution
(1)
generative model
(1)
concept representation
(1)
probabilistic topic model
(1)
autoregressive model
(1)
normalizing flow
(1)
machine translation
(1)
Papers
Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length?
IJCNLP 2025
Potemkin Understanding in Large Language Models
ICML 2025
What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models
ICML 2025
Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization Function
ICML 2024
Evaluating the World Model Implicit in a Generative Model
NeurIPS 2024
An Invariant Learning Characterization of Controlled Text Generation
ACL 2023
Rationales for Sequential Predictions
EMNLP 2021
Text-Based Ideal Points
ACL 2020
Discrete Flows: Invertible Generative Models of Discrete Data
NeurIPS 2019