Can I read Chapter 1 Evaluation of LLMs Using Classical Approaches on EtoBox?
Chapter 1 Evaluation of LLMs Using Classical Approaches by khalil.azroul2003 is a document available to read on EtoBox.
What is Chapter 1 Evaluation of LLMs Using Classical Approaches about?
Chapter 1 evaluates Large Language Models (LLMs) using classical approaches, which are static metrics assessing fluency, coherence, relevance, factuality, and diversity. Various evaluation metrics are discussed, including BLEU, ROUGE, METEOR, BERTScore, and perplexity, each suited for different tasks like translation and summarization. Limitations of these metrics include poor semantic understanding and lack of correlation with human judgment, highlighting their best use cases in benchmarking and controlled
- Author
- khalil.azroul2003
- Language
- EN