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10/25/2022
Teal: Learning-Accelerated Optimization of Traffic Engineering
In the last decade, global cloud wide-area networks (WANs) have grown 10...
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10/16/2022
Model Criticism for Long-Form Text Generation
Language models have demonstrated the ability to generate highly fluent ...
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02/02/2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
PromptSource is a system for creating, sharing, and using natural langua...
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09/10/2021
Block Pruning For Faster Transformers
Pre-training has improved model accuracy for both classification and gen...
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03/15/2021
How Many Data Points is a Prompt Worth?
When fine-tuning pretrained models for classification, researchers eithe...
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06/24/2019
Compound Probabilistic Context-Free Grammars for Grammar Induction
We study a formalization of the grammar induction problem that models se...
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06/10/2019
GLTR: Statistical Detection and Visualization of Generated Text
The rapid improvement of language models has raised the specter of abuse...
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01/29/2019
Latent Normalizing Flows for Discrete Sequences
Normalizing flows have been shown to be a powerful class of generative m...
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04/25/2018
Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models
Neural Sequence-to-Sequence models have proven to be accurate and robust...
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07/25/2017
