AI Blog

AI Blog

by Michele Laurelli

Question Answering

Task
Definition

NLP task where model extracts or generates answers to questions based on context.

Extractive QA (SQuAD) selects span from context. Generative QA produces free-form answers. Powered by BERT, GPT for different variants.

Examples

1

SQuAD dataset

2

Reading comprehension

3

Open-domain QA

Michele Laurelli - AI Research & Engineering