Tag Archives: Data Extraction

Classification of LLM Errors in Data Extraction for Systematic Reviews and Factors Affecting the LLM-Based Tool’s Performance

It’s been a long time, but I’m busy, so I decided to write fewer, more useful posts. LLMs have targeted the most complex task in systematic reviewing: Data Extraction (Data Abstraction, Data Charting). RAG Progress in Retrieval-Augmented Generation (RAG) came with two benefits: Great progress, even exciting, but keep your glasses on! Factors Affecting the QualityContinue reading “Classification of LLM Errors in Data Extraction for Systematic Reviews and Factors Affecting the LLM-Based Tool’s Performance”