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06/08/2023
Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts
Weight-sharing supernet has become a vital component for performance est...
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06/02/2023
Binary and Ternary Natural Language Generation
Ternary and binary neural networks enable multiplication-free computatio...
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05/25/2022
BiT: Robustly Binarized Multi-distilled Transformer
Modern pre-trained transformers have rapidly advanced the state-of-the-a...
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06/17/2021
Current Challenges and Future Directions in Podcast Information Access
Podcasts are spoken documents across a wide-range of genres and styles, ...
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03/29/2021
TREC 2020 Podcasts Track Overview
The Podcast Track is new at the Text Retrieval Conference (TREC) in 2020...
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03/03/2021
Detecting Extraneous Content in Podcasts
Podcast episodes often contain material extraneous to the main content, ...
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04/08/2020
The Spotify Podcasts Dataset
Podcasts are a relatively new form of audio media. Episodes appear on a ...
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02/19/2018
On the Complexity of Opinions and Online Discussions
In an increasingly polarized world, demagogues who reduce complexity dow...
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07/14/2017
DocTag2Vec: An Embedding Based Multi-label Learning Approach for Document Tagging
Tagging news articles or blog posts with relevant tags from a collection...
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06/26/2015