The secret ingredients of word2vec (2016)

The Evolving Landscape of LLM Evaluation

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