Patrick Lewis
BuilderLondon
@plewis
Researcher at Cohere. Co-author of RAG (Retrieval-Augmented Generation) and leading work on knowledge-grounded language models.
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Research Foundations (3)
Attention Is All You Need
Used by: RAG (Retrieval-Augmented Generation)
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Used by: RAG (Retrieval-Augmented Generation)
Reinforcement Learning: An Introduction
Used by: RAG (Retrieval-Augmented Generation)
Projects (1)
RAG (Retrieval-Augmented Generation)
The original RAG framework combining retrieval and generation for knowledge-intensive NLP. Now a foundational pattern used across the LLM ecosystem.
Built on research:
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AI Suggested Papers
Papers that may have inspired your projects (auto-detected by domain & keyword analysis)
For RAG (Retrieval-Augmented Generation):
Language Models are Few-Shot Learners
NeurIPS 2020 · 2020 · 18,500 citations
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
NAACL 2019 · 2019 · 108,124 citations
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
ACL 2019 · 2019 · 1,500 citations