Decoder-Only Transformer as a Language Model

An engineering team is tasked with building a system to perform sentiment analysis on customer reviews. The goal is to classify each review as 'positive', 'negative', or 'neutral'. For an accurate classification, the model must be able to understand the full context of the entire review, including how words at the end of a sentence can influence the meaning of words at the beginning. Which of the following architectural approaches is best suited for this specific task?

You are a machine learning engineer evaluating different model architectures for three distinct natural language processing projects. Match each project description with the most suitable architectural approach based on its core requirements.

Architectural Design for a Creative Writing Assistant

Architectural Choice for Document Summarization