Tag Archives: LLM

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”

Semi-Automation of Searching and Screening in Systematic Reviews — Recorded and Chaptered on YouTube

I was invited to teach the searching and screening sessions in the High-Efficiency Systematic Reviews (with Ethical AI Use) workshop. The workshop ran for a few days and, naturally,was not free; however, the convenor agreed that I could share the content with a delay on YouTube. Both videos are chaptered, so you can skip rightContinue reading “Semi-Automation of Searching and Screening in Systematic Reviews — Recorded and Chaptered on YouTube”

Living Evidence Map for Automation of Systematic Reviews (LEMASyR)

After spending some of my free time, finally could collect and put all the studies and publications related to the automation of systematic reviews in one place. 👍 ALL Studies in one place👍 Updated DAILY👍 FREE👍 No login needed👍 Private👍 No Ads👍 No Cookies👍 Link to Map: https://nested-knowledge.com/nest/qualitative/21035 👍 Full Training will be released soon; BriefContinue reading “Living Evidence Map for Automation of Systematic Reviews (LEMASyR)”