Abstracts: December 11, 2023

Stay up to date with cutting-edge research in various fields through Abstracts, where members of the research community at Microsoft discuss their latest achievements. In this episode, Principal Researcher Alessandro Sordoni shares insights with host Gretchen Huizinga on the Joint Prompt Optimization of Stacked LLMs using Variational Inference research paper accepted at the 2023 Conference on Neural Information Processing Systems (NeurIPS). The paper introduces Deep Language Networks (DLNs), an architecture that treats large language models as layers within a network and natural language prompts as each layer’s learnable parameters. It's a fascinating read for anyone interested in the field.

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