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Archives for November 2017

Thu, 30 Nov 2017: NLP: Explaining Neural Language Modeling

About Michał Chromiak
PhD in Computer Science by Polish Academy of Sciences (PAS). Focus research on understanding chaos of data. Deeply understanding the phenomena makes it easy, but first you need to learn. Holds two MScs, in Mathematics and in Computer Science.

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- NLP: Explaining Neural Language Modeling
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- application
- Attention model
- Autoencoder
- basics
- BERT
- CV
- ELMo
- ERNIE 1.0
- GPT
- k-NN
- language model
- Machine translation
- Markov Decision Process
- MDP
- MLP
- ngram
- NLP
- NMT
- OpenAI GPT
- PatternRecognition
- perplexity
- Reinforcement Learning
- Representation Learning
- RL
- Scalability
- Self-Supervision (SSL)
- seq2seq
- Sequence transduction
- smoothing
- Transformer
- Vision Transformer
- ViT
- Weak-supervision
- WSL
- XLNet
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- November 2017 (1)

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