Learning Machine Learning

Written for some coworkers who wanted to learn deep learning

On NMT Search Errors and Model Errors: Cat Got Your Tongue?

paper summary of On NMT Search Errors and Model Errors: Cat Got Your Tongue?

Beam Search

Negated: LAMA Birds cannot fly

paper summary of Negated LAMA: Birds cannot fly

Language Models as a Knowledge Base?

paper summary of Language Models as Knowledge Bases?

Backpropagation

Skip Connections and Residual Blocks

Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning

paper summary of Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning