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[32] Andre Martins - The Geometry of Constrained Structured Prediction

The Thesis Review

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Intro

This chapter examines a PhD thesis centered on structured prediction methods in natural language processing, emphasizing the inclusion of constraints in graphical models. It also discusses relevant algorithms and connects historical research to contemporary AI topics, such as sparsity and loss functions related to GPT-4.

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