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09/09/2023
Reverse-Engineering Decoding Strategies Given Blackbox Access to a Language Generation System
Neural language models are increasingly deployed into APIs and websites ...
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07/13/2023
Prompts Should not be Seen as Secrets: Systematically Measuring Prompt Extraction Attack Success
The generations of large language models are commonly controlled through...
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06/26/2023
Are aligned neural networks adversarially aligned?
Large language models are now tuned to align with the goals of their cre...
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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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01/30/2023
Extracting Training Data from Diffusion Models
Image diffusion models such as DALL-E 2, Imagen, and Stable Diffusion ha...
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12/24/2022
Real or Fake Text?: Investigating Human Ability to Detect Boundaries Between Human-Written and Machine-Generated Text
As text generated by large language models proliferates, it becomes vita...
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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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10/31/2022
Preventing Verbatim Memorization in Language Models Gives a False Sense of Privacy
Studying data memorization in neural language models helps us understand...
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10/13/2022
Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence
AI researchers have posited Dungeons and Dragons (D D) as a challenge ...
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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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03/16/2022
Creating Multimedia Summaries Using Tweets and Videos
While popular televised events such as presidential debates or TV shows ...
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02/15/2022
Quantifying Memorization Across Neural Language Models
Large language models (LMs) have been shown to memorize parts of their t...
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12/24/2021
Counterfactual Memorization in Neural Language Models
Modern neural language models widely used in tasks across NLP risk memor...
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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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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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07/14/2021
Deduplicating Training Data Makes Language Models Better
We find that existing language modeling datasets contain many near-dupli...
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10/06/2020
RoFT: A Tool for Evaluating Human Detection of Machine-Generated Text
In recent years, large neural networks for natural language generation (...
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05/11/2020
Toward Better Storylines with Sentence-Level Language Models
We propose a sentence-level language model which selects the next senten...
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04/22/2020
Trading Off Diversity and Quality in Natural Language Generation
For open-ended language generation tasks such as storytelling and dialog...
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03/25/2020
Contact Tracing Mobile Apps for COVID-19: Privacy Considerations and Related Trade-offs
Contact tracing is an essential tool for public health officials and loc...
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11/02/2019
Human and Automatic Detection of Generated Text
With the advent of generative models with a billion parameters or more, ...
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06/14/2019
Comparison of Diverse Decoding Methods from Conditional Language Models
While conditional language models have greatly improved in their ability...
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12/01/2016
