An overview of gradient descent optimization algorithms (2016)

Deep Learning for NLP Best Practices

Do NLP Beyond English

The State of Transfer Learning in NLP

A survey of cross-lingual word embedding models (2016)

An overview of gradient descent optimization algorithms

Optimization for Deep Learning Highlights in 2017

Optimization for Deep Learning Highlights in 2017

Word embeddings in 2017: Trends and future directions

Deep Learning for NLP Best Practices