Exploring LLMs For Leaderboard Extraction In Research Papers
LLMs explored for leaderboard extraction from tech papers, with RoBERTa showing strong performance in automating data extraction, saving researchers time & effort.
This is a Plain English Papers summary of a research paper called Exploring the Latest LLMs for Leaderboard Extraction. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter. Overview This paper explores the use of large language models (LLMs) for leaderboard extraction from technical papers. The researchers evaluate the performance of various LLM architectures, including Evaluating Large Language Models for Public Health Classification, Can Large Language Models Automatically Score Proficiency, and Apprentices to Research As...