01
Reasoning2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Wei et al.
Asking a model to show its work raised PaLM from 17.9% to 58.1% on GSM8K - and only above roughly 100B parameters.
Read the papers. Skip the jargon.
The white papers that actually moved the field, each linked to the original and paired with my plain-language summary, a glossary of the terms, and what it changes in practice.
All original papers remain the work of their authors and link to the official source (arXiv or publisher). Summaries and glossaries on this site are my own commentary.