Acl 2024 Tutorial. The 62nd annual meeting of the association for computational linguistics (acl 2024) will take place in bangkok, thailand from august 11th to 16th, 2024. In this tutorial, we will provide a centralized and cohesive discussion of critical considerations when choosing how to generate from a language model.
In this tutorial, we intend to review these opportunities and challenges of explanations in the era of llms, connect some researches that were previously studied by different research groups, and hopefully sparkle. We will start by first providing preliminaries covering the foundations of lms and retrieval systems.