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Explore retrieval augmented language models in this Stanford University lecture from the CS25 Transformers United series. Delivered by Douwe Kiela from Contextual AI on December 5, 2023, the talk introduces the concept of retrieval augmentation as a solution to address shortcomings in language models. Delve into a comprehensive survey of recent literature on the topic and examine the main open questions in the field. Learn how retrieval augmentation can enhance the capabilities of language models and overcome their limitations. The 1-hour 19-minute presentation offers valuable insights for those interested in advancing natural language processing and artificial intelligence technologies.
Syllabus
Stanford CS25: V3 I Retrieval Augmented Language Models
Taught by
Stanford Online