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06/06/2022
Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation
While large-scale neural language models, such as GPT2 and BART, have ac...
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06/17/2021
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction
Event extraction is challenging due to the complex structure of event re...
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04/13/2021
Improving Long-Tailed Classification from Instance Level
Data in the real world tends to exhibit a long-tailed label distribution...
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02/25/2021
MixSpeech: Data Augmentation for Low-resource Automatic Speech Recognition
In this paper, we propose MixSpeech, a simple yet effective data augment...
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04/24/2020
Age of Information for Single Buffer Systems with Vacation Server
In this research, we consider age-related metrics for queueing systems w...
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12/05/2019
MetaFun: Meta-Learning with Iterative Functional Updates
Few-shot supervised learning leverages experience from previous learning...
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06/15/2018
