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02/13/2023
Gradient-Based Automated Iterative Recovery for Parameter-Efficient Tuning
Pretrained large language models (LLMs) are able to solve a wide variety...
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02/13/2023
Towards Agile Text Classifiers for Everyone
Text-based safety classifiers are widely used for content moderation and...
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11/09/2022
Creative Writing with an AI-Powered Writing Assistant: Perspectives from Professional Writers
Recent developments in natural language generation (NLG) using neural la...
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07/05/2022
LaMPost: Design and Evaluation of an AI-assisted Email Writing Prototype for Adults with Dyslexia
Prior work has explored the writing challenges experienced by people wit...
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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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11/11/2021
SynthBio: A Case Study in Human-AI Collaborative Curation of Text Datasets
NLP researchers need more, higher-quality text datasets. Human-labeled d...
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10/11/2021
Perspective-taking to Reduce Affective Polarization on Social Media
The intensification of affective polarization worldwide has raised new q...
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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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01/16/2019
TensorFlow.js: Machine Learning for the Web and Beyond
TensorFlow.js is a library for building and executing machine learning a...
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03/05/2018