[_t89y]

2009: Porter stemming with NLTK

2013: LDA with MALLET

2015: spaCy

2018: BERT

2023: GPT-4

2024: every person is an NLP expert in four lines of LangChain code

[amelius]

It's how we went from mathematics, theory of computation, algorithms, programming language research to everybody is a web-developer.