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05/25/2023
The False Promise of Imitating Proprietary LLMs
An emerging method to cheaply improve a weaker language model is to fine...
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09/30/2022
Learning by Distilling Context
Language models significantly benefit from context tokens, such as promp...
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05/25/2022
Active Programming by Example with a Natural Language Prior
We introduce APEL, a new framework that enables non-programmers to indir...
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04/18/2022
Context-Aware Language Modeling for Goal-Oriented Dialogue Systems
Goal-oriented dialogue systems face a trade-off between fluent language ...
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01/28/2022
Summarizing Differences between Text Distributions with Natural Language
How do two distributions of texts differ? Humans are slow at answering t...
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03/13/2021