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06/15/2023
SIGHT: A Large Annotated Dataset on Student Insights Gathered from Higher Education Transcripts
Lectures are a learning experience for both students and teachers. Stude...
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04/17/2023
Learning to Compress Prompts with Gist Tokens
Prompting is now the primary way to utilize the multitask capabilities o...
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09/16/2022
Psychologically-informed chain-of-thought prompts for metaphor understanding in large language models
Probabilistic models of language understanding are interpretable and str...
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10/08/2021
Temperature as Uncertainty in Contrastive Learning
Contrastive learning has demonstrated great capability to learn represen...
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05/27/2020
On Mutual Information in Contrastive Learning for Visual Representations
In recent years, several unsupervised, "contrastive" learning algorithms...
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04/30/2020
Investigating Transferability in Pretrained Language Models
While probing is a common technique for identifying knowledge in the rep...
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02/25/2019
Lost in Machine Translation: A Method to Reduce Meaning Loss
A desideratum of high-quality translation systems is that they preserve ...
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02/05/2019
Meta-Amortized Variational Inference and Learning
How can we learn to do probabilistic inference in a way that generalizes...
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11/08/2018
Bias and Generalization in Deep Generative Models: An Empirical Study
In high dimensional settings, density estimation algorithms rely crucial...
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02/14/2018
