An idea rarely arrives alone.
Editorial reading connections. Shared questions do not prove direct influence or a citation relationship.
External knowledge
Read these as different answers to where knowledge lives and how a model consults it.
- 2019Generalization through Memorization: Nearest Neighbor Language Models
- 2020REALM: Retrieval-Augmented Language Model Pre-Training
- 2020Dense Passage Retrieval for Open-Domain Question Answering
- 2020Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
- 2023Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
- 2024From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Representing the sequence
Start with the architecture before comparing the systems built around it.