Published Feb 10, 2023

#100 Dr. PATRICK LEWIS (co:here) - Retrieval Augmented Generation

Dr. Patrick Lewis unpacks the transformative potential and technical challenges of Retrieval Augmented Generation in language models, shedding light on advanced training strategies and the critical role of context and citation in enhancing AI reliability and performance.

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Dexa/Machine Learning Street Talk (MLST)

#100 Dr. PATRICK LEWIS (co:here) - Retrieval Augmented Generation

Topics covered

Popular Clips

Retrieval Augmented Models

Language Model Complexity

Retrieval Augmented Generation

Document Fusion Models

Conversational Search Interfaces

Understanding Rag Process

Language Model Retrieval

Training AI Models

Episode Highlights

Model Training Techniques

Retrieval Augmented Generation

Challenges in NLP

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#100 Dr. PATRICK LEWIS (co:here) - Retrieval Augmented Generation

Topics covered

Popular Clips

Episode Highlights

Model Training TechniquesPatrick Lewis explores advanced training strategies and fusion mechanisms in retrieval-augmented generation models. He highlights the importance of joint training and innovative fusion techniques to optimize language model performance.

Model Training Techniques

Retrieval Augmented Generation

Challenges in NLP

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