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07/27/2023
Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback
Reinforcement learning from human feedback (RLHF) is a technique for tra...
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07/26/2023
Evaluating the Moral Beliefs Encoded in LLMs
This paper presents a case study on the design, administration, post-pro...
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05/31/2023
An Invariant Learning Characterization of Controlled Text Generation
Controlled generation refers to the problem of creating text that contai...
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02/24/2023
On the Misspecification of Linear Assumptions in Synthetic Control
The synthetic control (SC) method is a popular approach for estimating t...
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12/10/2021
On the Assumptions of Synthetic Control Methods
Synthetic control (SC) methods have been widely applied to estimate the ...
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11/24/2020
Invariant Representation Learning for Treatment Effect Estimation
The defining challenge for causal inference from observational data is t...
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06/05/2019