Are there any good resources about techniques used for entity extraction


Given some natural language sentences like "I would like to talk to Mr. Smith" I would like to extract entities like the person "Smith".

I know that frameworks exist which are capable of doing so (f. e. RASA or spaCy) but I would like to dive deeper and understand the theory behind all this.

At university i learned a few of the basic models like CRF's or SVM's used for this task, but I wonder if there are any good resources (preferably (analog) books) about this topic.


Posted 2020-04-28T10:54:04.127

Reputation: 61

No answers