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Research project for automating systematic literature reviews. Best Paper Award of WEBIST 2022

Home Page: https://www.scitepress.org/Link.aspx?doi=10.5220/0011526400003318

License: MIT License

Jupyter Notebook 98.67% Python 1.33%
deep-learning few-shot-learning research-paper transfer-learning

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ml-slrc's Issues

Partes para construção da aplicação

Estas partes devem ser desenvolvidas no Notebook

Parte 1: Buscar no semantic scholar e retornar um banco de dados @iantextbar

  • Criar novos botões para cada buscador poder utilizar de forma interativa alguns parâmetros. Documentação S2query.
  • Função S2searchAPI, retornar apenas papers
  • Botão de salvar os dados

Parte 2: Rotular os dados @r2nery

  • Criar botão de refazer resposta anterior
  • Fazer desing para orientação dos artigos rotulados

Parte 3: Treinar o modelo para a rotulagem dos dados @BecomeAllan

  • Criar botão para forma interativa de treinar o modelo e retorno de rankeamento
  • Desing interativo para observar os dados rotulados, tanto os que foram excluidos quanto incluidos
  • Botão de salvar

(Em desenvolvimento) Parte 4: Reinserir os dados rotulados pelo modelo para rankeamento e reclassificação dos dados pelo oraculo

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