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01/04/2023
Iterated Decomposition: Improving Science Q A by Supervising Reasoning Processes
Language models (LMs) can perform complex reasoning either end-to-end, w...
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02/12/2018
Evaluating Compositionality in Sentence Embeddings
An important frontier in the quest for human-like AI is compositional se...
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01/15/2017
Agent-Agnostic Human-in-the-Loop Reinforcement Learning
Providing Reinforcement Learning agents with expert advice can dramatica...
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09/09/2015
Coarse-to-Fine Sequential Monte Carlo for Probabilistic Programs
Many practical techniques for probabilistic inference require a sequence...
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09/07/2015
C3: Lightweight Incrementalized MCMC for Probabilistic Programs using Continuations and Callsite Caching
Lightweight, source-to-source transformation approaches to implementing ...
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06/15/2012
A Dynamic Programming Algorithm for Inference in Recursive Probabilistic Programs
We describe a dynamic programming algorithm for computing the marginal d...
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10/25/2011