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Multiple-Choice Question Answering
Multiple-choice question answering is a task format where a model is presented with a question and a set of predefined options, and it must select the correct answer from the given choices.
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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
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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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MMLU Benchmark
A team of engineers is evaluating a new language model's reasoning capabilities. They use an assessment method where the model must choose the single correct answer from a set of provided options for each question. Which of the following represents a primary limitation of this evaluation method for gauging the model's genuine comprehension?
AI Tutor Design Strategy
Designing a Challenging Multiple-Choice Question for a Language Model
Example of a Sentence-First Prompt for Grammaticality Judgment with Answer Options