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05/24/2023
PURR: Efficiently Editing Language Model Hallucinations by Denoising Language Model Corruptions
The remarkable capabilities of large language models have been accompani...
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03/14/2023
PiMAE: Point Cloud and Image Interactive Masked Autoencoders for 3D Object Detection
Masked Autoencoders learn strong visual representations and achieve stat...
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10/17/2022
RARR: Researching and Revising What Language Models Say, Using Language Models
Language models (LMs) now excel at many tasks such as few-shot learning,...
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04/18/2022
Communication Bounds for Convolutional Neural Networks
Convolutional neural networks (CNNs) are important in a wide variety of ...
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09/10/2021
Entity-Based Knowledge Conflicts in Question Answering
Knowledge-dependent tasks typically use two sources of knowledge: parame...
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06/12/2021
Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP
Retrieval is a core component for open-domain NLP tasks. In open-domain ...
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10/07/2020
MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics
Posing reading comprehension as a generation problem provides a great de...
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06/05/2019