Overview
Explore recent advancements in neural search methods through this informative conference talk by Nils Reimers, an NLP Researcher at HuggingFace. Gain insights into the most promising approaches in semantic search, focusing on techniques that leverage pre-trained transformer networks. Discover how these methods significantly enhance search quality and learn about their training and deployment requirements. Delve into the speaker's expertise in representing text in dense vector spaces, which enables various applications in clustering, topic modeling, and semantic search. Understand the potential of these methods in the context of large language models and their impact on improving search capabilities.
Syllabus
Recent Developments in Neural Search
Taught by
Toronto Machine Learning Series (TMLS)