MAC5913 - Inteligência artificial generativa para engenharia de software (2025)

Section outline

• Select section General

  General

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  • Select activity Avisos

    

    Avisos Forum
  • Select activity Informações gerais

    

    Informações gerais Page
  • Select activity Repositório de notebooks

    

    Repositório de notebooks URL
  • Select activity Discussões

    

    Discussões Forum
• Select section Introdução à IA e aprendizado de máquina

  Introdução à IA e aprendizado de máquina

  • Select activity Slides

    

    Slides File
  • Select activity Paper: Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond by Yang et al.

    

    Paper: Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond by Yang et al. File
  • Select activity Tokenizador da OpenAI

    

    Tokenizador da OpenAI URL
• Select section Arquitetura de transformadores

  Arquitetura de transformadores

  • Select activity Slides

    

    Slides File
  • Select activity Notebook: visualização

    

    Notebook: visualização URL
  • Select activity Notebook: fine-tuning para detecção de vulnerabilidades

    

    Notebook: fine-tuning para detecção de vulnerabilidades URL
  • Select activity Paper: Attention is all you need by Vaswani et al.

    

    Paper: Attention is all you need by Vaswani et al. URL
• Select section Inteligência artificial generativa e engenharia de prompts

  Inteligência artificial generativa e engenharia de prompts

  • Select activity Slides

    

    Slides File
  • Select activity Paper: A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT by White et al.

    

    Paper: A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT by White et al. URL
  • Select activity Paper: ChatGPT Prompt Patterns for Improving Code Quality, Refactoring, Requirements Elicitation, and Software Design by White et al.

    

    Paper: ChatGPT Prompt Patterns for Improving Code Quality, Refactoring, Requirements Elicitation, and Software Design by White et al. URL
  • Select activity Paper: ReAct: Synergizing Reasoning and Acting in Language Models by Yao et al.

    

    Paper: ReAct: Synergizing Reasoning and Acting in Language Models by Yao et al. URL
• Select section Estratégias de aprendizado em contexto

  Estratégias de aprendizado em contexto

  • Select activity Slides

    

    Slides File
  • Select activity Paper: ThinkRepair: Self-Directed Automated Program Repair by Yin et al.

    

    Paper: ThinkRepair: Self-Directed Automated Program Repair by Yin et al. URL
  • Select activity Paper: Test-Case-Driven Programming Understanding in Large Language Models for Better Code Generation by Tian et al.

    

    Paper: Test-Case-Driven Programming Understanding in Large Language Models for Better Code Generation by Tian et al. URL
• Select section RAG

  RAG

  • Select activity Slides

    

    Slides File
  • Select activity Notebook: RAG para usar uma API

    

    Notebook: RAG para usar uma API URL
  • Select activity Paper: ChatGPT Inaccuracy Mitigation during Technical Report Understanding: Are We There Yet? by Tamanna et al.

    

    Paper: ChatGPT Inaccuracy Mitigation during Technical Report Understanding: Are We There Yet? by Tamanna et al. URL
• Select section Análise (Reasoning) e atuação

  Análise (Reasoning) e atuação

  • Select activity Slides

    

    Slides File
  • Select activity Notebook: Function calling para obter informações do Git

    

    Notebook: Function calling para obter informações do Git URL
• Select section Limitações, futuro e conclusões

  Limitações, futuro e conclusões

  • Select activity Slides

    

    Slides File
  • Select activity Paper: GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models by Mizardeh et al.

    

    Paper: GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models by Mizardeh et al. URL
  • Select activity Paper: Role play with large language models by Shanahan et al.

    

    Paper: Role play with large language models by Shanahan et al. URL
  • Select activity Paper: DAnTE: A Taxonomy for the Automation Degree of Software Engineering Tasks by Melegati & Guerra

    

    Paper: DAnTE: A Taxonomy for the Automation Degree of Software Engineering Tasks by Melegati & Guerra URL
• Select section Projeto

  Projeto

  • Select activity Escolha do grupo

    

    Escolha do grupo Group choice

    Not available unless: You belong to any group
  • Select activity Projeto final

    

    Projeto final Assignment
  • Select activity Avaliação pelos pares

    

    Avaliação pelos pares Quiz
  • Select activity Fotos e vídeos do curso

    

    Fotos e vídeos do curso Assignment
  • Select activity Todos os posters

    

    Todos os posters Folder