Two Major Paradigms for QA

Information-retrieval (IR) based QA

Knowledge-based Question Answering (QA)

Long-form Question Answering(QA)

Community Question Answering(QA)

Factoid Questions

Question-Answer Format

Open-Domain Question Answering

Prompt Templates for General-Purpose Question Answering

Importance of Question Answering in NLP

Multiple-Choice Question Answering

Analyzing a Customer Support Automation Task

A software company wants to develop an internal system to help employees quickly find factual information, such as 'What is the company's policy on remote work?' or 'Who is the project manager for Project Phoenix?'. All the necessary information is stored in a highly structured, internal corporate database. Which approach to building this system would be the most direct and efficient for retrieving these specific, factual answers?

Analyzing Query Complexity in Automated Systems