Language Model Is All You Need — Explores NLU as MRC QA

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.

⛵ Learning Meaning in Natural Language Processing — The Semantics Mega-Thread

I found a very worthwhile article while surfing 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: Unsupervised Word Discovery

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

FMR: functional meaning representation

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

ling: A Natural Language Processing toolkit in Golang

Toknization, Normalization, Lemmatization, Tagging etc.