Topic: Large Language Model Evaluation
Description: This presentation aims to provide a comprehensive overview of evaluating large language models (LLMs), which are becoming increasingly prevalent in various applications, such as natural language processing, text generation, and question-answering systems. It will cover the importance of evaluating LLMs, the challenges involved, and the different approaches and metrics used for evaluation.
Agenda:
- The Importance of LLM Evaluation
- Challenges in LLM Evaluation
- Evaluation Approaches and Metrics
- Case Studies and Real-World Examples