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02/19/2023
Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation
We introduce a method to measure uncertainty in large language models. F...
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12/15/2022
CLAM: Selective Clarification for Ambiguous Questions with Large Language Models
State-of-the-art language models are often accurate on many question-ans...
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03/10/2021
Robustness to Pruning Predicts Generalization in Deep Neural Networks
Existing generalization measures that aim to capture a model's simplicit...
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03/19/2019
Efficient Smoothing of Dilated Convolutions for Image Segmentation
Dilated Convolutions have been shown to be highly useful for the task of...
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09/28/2018