Robert Ness
3 papers · 2019–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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The Questioner
Venues
Top co-authors
Research topics
Keywords
large language model
(2)
trajectory prediction
(1)
hierarchical bayesian model
(1)
causal effect
(1)
cognitive map
(1)
structural causal model
(1)
counterfactual inference
(1)
markov process
(1)
explanation faithfulness
(1)
social bia
(1)
counterfactual generation
(1)
systematic evaluation
(1)
causal inference
(1)
equilibrium dynamics
(1)
Papers
Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations
ICLR 2025
Evaluating Cognitive Maps and Planning in Large Language Models with CogEval
NeurIPS 2023
Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systems
NeurIPS 2019