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07/08/2023
Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation
Most existing cross-lingual summarization (CLS) work constructs CLS corp...
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01/21/2022
Recurrent Neural Networks with Mixed Hierarchical Structures and EM Algorithm for Natural Language Processing
How to obtain hierarchical representations with an increasing level of a...
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08/21/2021
2020 U.S. Presidential Election: Analysis of Female and Male Users on Twitter
Social media is commonly used by the public during election campaigns to...
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07/29/2021
COVID-19 Vaccine and Social Media: Exploring Emotions and Discussions on Twitter
Public response to COVID-19 vaccines is the key success factor to contro...
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06/04/2021
Recurrent Neural Networks with Mixed Hierarchical Structures for Natural Language Processing
Hierarchical structures exist in both linguistics and Natural Language P...
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07/20/2020
Multi-level Training and Bayesian Optimization for Economical Hyperparameter Optimization
Hyperparameters play a critical role in the performances of many machine...
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04/24/2020
Towards Differentiable Resampling
Resampling is a key component of sample-based recursive state estimation...
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10/05/2017
To prune, or not to prune: exploring the efficacy of pruning for model compression
Model pruning seeks to induce sparsity in a deep neural network's variou...
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12/19/2012