A paper[1] presented in June at the NAACL 2024 conference describes “how to apply large language models to write grounded and organized long-form articles from scratch, with comparable breadth and depth to Wikipedia pages.” A “research prototype” version of the resulting “STORM” system is available online and has already attracted thousands of users. This is the most advanced system for automatically creating Wikipedia-like articles that has been published to date.
The authors hail from Monica S. Lam’s group at Stanford, which has also published several other papers involving LLMs and Wikimedia projects since 2023 (see our previous coverage: WikiChat, “the first few-shot LLM-based chatbot that almost never hallucinates” – a paper that received the Wikimedia Foundation’s “Research Award of the Year” some weeks ago).
Please read the article before commenting. Also, coming right up, another paper creates a structural diagram in comic sans.
Extremely cool. Perhaps a right step in the direction of hallucination free LLMs?
It’s more like a wrong step towards wikipedia being more full of spam, disinfo, etc.