Incm & Nova Sbe pbl project - retirement law query system: evaluating the impact of scaling the system to other law statutes

• Autor(a) principal: Rolim, Pedro Miguel de Freitas ramalho
• Data de Publicação: 2021
• Tipo de documento: Dissertação
• Idioma: eng
• Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
• Texto Completo: http://hdl.handle.net/10362/156854
• topic: Business analytics; Scalability; Nlp; Incm; Bert; Haystack; Domínio/Área Científica::Ciências Sociais::Economia e Gestão

This dissertation describes the process of developing a Question Answering tool for the use case of Retirement Law, detailing all the steps since Data Curation to Exploratory Data Analysis, and culminating in the model development and evaluation. Furthermore, it aims to shine light on what are the implications of scaling the tool to different Law Statutes by, sequentially, exposing it to more data outside the initial dataset. The model reacted extremely positively to the introduction of the new Law Statutes, thus proving to be a reliable tool that serves the initial intents of INCM and shows promising perspective that it can, in fact, be incorporated in a real-life scenario and used for any given Law document.