Andreas Stuhlmüller

According to our database1, Andreas Stuhlmüller authored at least 20 papers between 2011 and 2023.

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Bibliography

2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
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Trans. Mach. Learn. Res., 2023

Factored Verification: Detecting and Reducing Hallucination in Summaries of Academic Papers.
CoRR, 2023

Iterated Decomposition: Improving Science Q&A by Supervising Reasoning Processes.
CoRR, 2023

2021
RAFT: A Real-World Few-Shot Text Classification Benchmark.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2018
Evaluating Compositionality in Sentence Embeddings.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Trial without Error: Towards Safe Reinforcement Learning via Human Intervention.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017
Agent-Agnostic Human-in-the-Loop Reinforcement Learning.
CoRR, 2017

2016
C3: Lightweight Incrementalized MCMC for Probabilistic Programs using Continuations and Callsite Caching.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

Learning the Preferences of Ignorant, Inconsistent Agents.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Coarse-to-Fine Sequential Monte Carlo for Probabilistic Programs.
CoRR, 2015

Why do you ask? Good questions provoke informative answers.
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2014
Reasoning about reasoning by nested conditioning: Modeling theory of mind with probabilistic programs.
Cogn. Syst. Res., 2014

Learning physical theories from dynamical scenes.
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013
Knowledge and Implicature: Modeling Language Understanding as Social Cognition.
Top. Cogn. Sci., 2013

Learning Stochastic Inverses.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2012
A Dynamic Programming Algorithm for Inference in Recursive Probabilistic Programs.
Proceedings of the 2nd International Workshop on Statistical Relational AI (StaRAI-12), 2012

Probabilistic generative models for counterfactual reasoning and blame attribution.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

2011
Lightweight Implementations of Probabilistic Programming Languages Via Transformational Compilation.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Inducing Probabilistic Programs by Bayesian Program Merging
CoRR, 2011

Nonstandard Interpretations of Probabilistic Programs for Efficient Inference.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011


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