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06/03/2023
Towards Coding Social Science Datasets with Language Models
Researchers often rely on humans to code (label, annotate, etc.) large s...
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09/14/2022
Out of One, Many: Using Language Models to Simulate Human Samples
We propose and explore the possibility that language models can be studi...
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09/13/2022
Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican
Multilingual transfer techniques often improve low-resource machine tran...
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03/21/2022
An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels
Pre-trained language models derive substantial linguistic and factual kn...
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12/10/2020
Towards Neural Programming Interfaces
It is notoriously difficult to control the behavior of artificial neural...
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07/14/2020
Machine Learning for Offensive Security: Sandbox Classification Using Decision Trees and Artificial Neural Networks
The merits of machine learning in information security have primarily fo...
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08/14/2018
Embedding Grammars
Classic grammars and regular expressions can be used for a variety of pu...
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03/09/2017