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Open-Domain Question Answering
Open-domain question answering is a task where a system is expected to return an answer in direct response to a user-submitted question, without being restricted to a specific knowledge base.
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Related
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
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An AI assistant is designed to answer factual questions by synthesizing information from a massive, publicly available text corpus, similar to the entire web. It is not connected to any user's personal accounts, calendars, or private company databases. Which of the following user queries is this system best equipped to answer accurately and directly?
Customer Service Chatbot Design
Challenges in Web-Scale Information Synthesis