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Gated Linear Units (GLU) and Gated CNN

 03-09-2020 03-09-2020 blog 6 minutes read (About 826 words)
Gated Linear Units and Gated CNN Explained

 
Deep Learning, 
Machine Learning, 
Natural Language Processing  
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Evolved Transformer Explained

 03-07-2020 03-07-2020 blog 5 minutes read (About 774 words)
Evolution Search on Transformer Neural Network Architectures

 
Deep Learning, 
Machine Learning, 
Natural Language Processing, 
Neural Architecture Search, 
Evolution Algorithm  
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Bilingual Evaluation Understudy (BLEU)

 11-17-2019 11-17-2019 blog 11 minutes read (About 1644 words)
Elucidating the Machine Translation BLEU Scoring Mechanism

 
Natural Language Processing, 
Machine Translation  
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Word2Vec Models Revisited

 08-23-2019 08-23-2019 article 23 minutes read (About 3524 words)
A Review on the Classic Word2Vec Models

 
Machine Learning, 
Natural Language Processing, 
Optimization  
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Hierarchical Softmax

 08-17-2019 08-17-2019 article 8 minutes read (About 1191 words)
Orchestrated Softmax for Fast Language Model Training

 
Machine Learning, 
Natural Language Processing, 
Optimization  
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Noise Contrastive Estimation

 07-26-2019 07-26-2019 article 30 minutes read (About 4509 words)
Accelerate the Training of Neural Language Models

 
Machine Learning, 
Natural Language Processing, 
Optimization  
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Byte Pair Encoding

 07-19-2019 07-19-2019 blog 16 minutes read (About 2377 words)
Common Tokenization Method for Natural Language Processing

 
Natural Language Processing, 
Information Theory, 
Byte Pair Encoding  
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Transformer Explained in One Single Page

 06-01-2019 06-01-2019 blog 21 minutes read (About 3119 words)
Attention is All You Need Mathematically

 
Deep Learning, 
Natural Language Processing, 
Transformer, 
Machine Translation  
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Maximum Likelihood Estimation of N-Gram Model Parameters

 06-09-2018 06-09-2018 blog 8 minutes read (About 1220 words)
Mathematical Proof of the Maximum Likelihood Estimation of N-Gram Model Parameters

 
Natural Language Processing, 
Probability  
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Lei Mao

Lei Mao

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