NLU

One Amazon Alexa AI’s new paper Language Model Is All You Need explores NLU problem as a QA problem. The original paper is on arXiv.

I found a very worthwhile article while surfing medium.com days ago. The article is a summary of a twitter thread which talked about meaning, semantics, language models, learning Thai and Java, entailment, co-reference — all in one fascinating thread. The original article is here.

Pullword would be used in settings where only unlabelled text data is available.

A formal language for representing meaning and a system for semantic parsing.

Toknization, Normalization, Lemmatization, Tagging etc.