How to Use LLMs for Fact Checking - Advanced Techniques and Comparisons
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore advanced techniques for using Large Language Models (LLMs) in fact-checking applications in this 41-minute video tutorial from Trelis Research. Learn about citation verification, enforcing structured responses with regex and JSON, and context focusing. Compare long context and retrieval approaches to fact-checking using a modified Irish Constitution as a test document. Discover how to set up structured responses with Gemini and OpenAI GPT-4, and explore fact-checking methods using BM25 and cosine similarity retrieval. Gain insights into the effectiveness of different approaches and access valuable resources for implementing these techniques in your own projects.