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06/30/2023
Should you marginalize over possible tokenizations?
Autoregressive language models (LMs) map token sequences to probabilitie...
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03/08/2023
disco: a toolkit for Distributional Control of Generative Models
Pre-trained language models and other generative models have revolutioni...
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02/16/2023
Aligning Language Models with Preferences through f-divergence Minimization
Aligning language models with preferences can be posed as approximating ...
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11/04/2021
Unsupervised and Distributional Detection of Machine-Generated Text
The power of natural language generation models has provoked a flurry of...
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10/15/2021
Multitask Prompted Training Enables Zero-Shot Task Generalization
Large language models have recently been shown to attain reasonable zero...
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04/30/2020