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05/26/2022
Towards Learning Universal Hyperparameter Optimizers with Transformers
Meta-learning hyperparameter optimization (HPO) algorithms from prior ex...
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01/29/2020
Learning Robust and Multilingual Speech Representations
Unsupervised speech representation learning has shown remarkable success...
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11/23/2018
Unsupervised Word Discovery with Segmental Neural Language Models
We propose a segmental neural language model that combines the represent...
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04/23/2017
Learning to Create and Reuse Words in Open-Vocabulary Neural Language Modeling
Fixed-vocabulary language models fail to account for one of the most cha...
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03/04/2016
Neural Architectures for Named Entity Recognition
State-of-the-art named entity recognition systems rely heavily on hand-c...
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11/14/2015