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05/04/2023
Conformal Nucleus Sampling
Language models generate text based on successively sampling the next wo...
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10/19/2022
DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models
We study the way DALLE-2 maps symbols (words) in the prompt to their ref...
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07/28/2022
Measuring Causal Effects of Data Statistics on Language Model's `Factual' Predictions
Large amounts of training data are one of the major reasons for the high...
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06/18/2021
BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models
We show that with small-to-medium training data, fine-tuning only the bi...
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05/14/2021
Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction
When language models process syntactically complex sentences, do they us...
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04/16/2020
