[NLP]Commonsense reasoning #1

next generation AI 아닐까

대화모델 / 검색엔진에 활용되는, 아직 활용도가 무긍무진한 Commonsense KG의 간단 개념과 그래프 종류

What is machine knowledge(knowledge base/graph)?

a technology used to store and structurize complex data and information.

Then what is the difference with database(DB)?

unlike DB, it can have any form of knowledge for each unity.

What is knowledge for commonsense reasoning?

‘상식(common sense)’을 정의한다면, 경험적으로 spatial, physical, social, temporal, and psychological aspect임

Commonsense KG : conceptNet (sementic 관계), ATOMIC(if-then 인과관계)

conceptNet / ATOMIC

Commonsense Transformer (COMET); 뉴럴 knowledge graph — language model은 transformer의 GPT사용하고 concepNet이나 ATOMIC을 학습시킴