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: RAG enabled agentic search tools, such as Undermind and Elicit, that use LLMs toContinue reading “Classification of LLM Errors in Data Extraction for Systematic Reviews and Factors Affecting the LLM-Based Tool’s Performance”