12min chapter

Machine Learning Street Talk (MLST) cover image

Patrick Lewis (Cohere) - Retrieval Augmented Generation

Machine Learning Street Talk (MLST)

CHAPTER

From Chemistry to AI: A Journey into Natural Language Processing

This chapter narrates the transition of a synthetic chemist into the realm of artificial intelligence, focusing on their project that utilized the Word2Vec algorithm to analyze chemical literature. It discusses the importance of key figures in AI, the technical foundations of natural language processing, and the principles of word embedding techniques. The conversation also explores collaborative filtering, representation learning, and the effectiveness of high-dimensional vector spaces in understanding and modeling linguistic relationships.

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