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05/22/2023
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, Toxicity
Pretraining is the preliminary and fundamental step in developing capabl...
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05/19/2023
Visualizing Linguistic Diversity of Text Datasets Synthesized by Large Language Models
Large language models (LLMs) can be used to generate smaller, more refin...
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06/09/2022
The Case for a Single Model that can Both Generate Continuations and Fill in the Blank
The task of inserting text into a specified position in a passage, known...
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04/05/2022
PaLM: Scaling Language Modeling with Pathways
Large language models have been shown to achieve remarkable performance ...
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09/08/2021
A Recipe For Arbitrary Text Style Transfer with Large Language Models
In this paper, we leverage large language models (LMs) to perform zero-s...
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07/15/2021
Wordcraft: a Human-AI Collaborative Editor for Story Writing
As neural language models grow in effectiveness, they are increasingly b...
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04/14/2021
An Interpretability Illusion for BERT
We describe an "interpretability illusion" that arises when analyzing th...
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08/12/2020
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models
We present the Language Interpretability Tool (LIT), an open-source plat...
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06/06/2019
Visualizing and Measuring the Geometry of BERT
Transformer architectures show significant promise for natural language ...
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03/04/2019
Do Neural Networks Show Gestalt Phenomena? An Exploration of the Law of Closure
One characteristic of human visual perception is the presence of "Gestal...
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02/08/2019
Human-Centered Tools for Coping with Imperfect Algorithms during Medical Decision-Making
Machine learning (ML) is increasingly being used in image retrieval syst...
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01/30/2019
Similar Image Search for Histopathology: SMILY
The increasing availability of large institutional and public histopatho...
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11/16/2016
