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12/07/2022
Discovering Latent Knowledge in Language Models Without Supervision
Existing techniques for training language models can be misaligned with ...
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05/20/2021
Measuring Coding Challenge Competence With APPS
While programming is one of the most broadly applicable skills in modern...
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03/10/2021
CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review
Many specialized domains remain untouched by deep learning, as large lab...
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03/10/2021
Limitations of Post-Hoc Feature Alignment for Robustness
Feature alignment is an approach to improving robustness to distribution...
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03/05/2021
Measuring Mathematical Problem Solving With the MATH Dataset
Many intellectual endeavors require mathematical problem solving, but th...
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09/07/2020
Measuring Massive Multitask Language Understanding
We propose a new test to measure a text model's multitask accuracy. The ...
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08/05/2020
Aligning AI With Shared Human Values
We show how to assess a language model's knowledge of basic concepts of ...
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07/07/2020
Streaming Complexity of SVMs
We study the space complexity of solving the bias-regularized SVM proble...
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03/29/2019