Incm & Nova Sbe pbl project - retirement law query system: evaluating the impact of scaling the system to other law statutes
Autor(a) principal: | |
---|---|
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 |
Resumo: | 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. |
id |
RCAP_f313d36e2047b910638f9677eb415d9d |
---|---|
oai_identifier_str |
oai:run.unl.pt:10362/156854 |
network_acronym_str |
RCAP |
network_name_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository_id_str |
7160 |
spelling |
Incm & Nova Sbe pbl project - retirement law query system: evaluating the impact of scaling the system to other law statutesBusiness analyticsScalabilityNlpIncmBertHaystackDomínio/Área Científica::Ciências Sociais::Economia e GestãoThis 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.Xufre, PatríciaMagalhães, JoãoRUNRolim, Pedro Miguel de Freitas ramalho2023-08-25T13:53:59Z2022-01-202021-12-172022-01-20T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/156854TID:203082672enginfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-11T05:39:09Zoai:run.unl.pt:10362/156854Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:56:28.712295Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Incm & Nova Sbe pbl project - retirement law query system: evaluating the impact of scaling the system to other law statutes |
title |
Incm & Nova Sbe pbl project - retirement law query system: evaluating the impact of scaling the system to other law statutes |
spellingShingle |
Incm & Nova Sbe pbl project - retirement law query system: evaluating the impact of scaling the system to other law statutes Rolim, Pedro Miguel de Freitas ramalho Business analytics Scalability Nlp Incm Bert Haystack Domínio/Área Científica::Ciências Sociais::Economia e Gestão |
title_short |
Incm & Nova Sbe pbl project - retirement law query system: evaluating the impact of scaling the system to other law statutes |
title_full |
Incm & Nova Sbe pbl project - retirement law query system: evaluating the impact of scaling the system to other law statutes |
title_fullStr |
Incm & Nova Sbe pbl project - retirement law query system: evaluating the impact of scaling the system to other law statutes |
title_full_unstemmed |
Incm & Nova Sbe pbl project - retirement law query system: evaluating the impact of scaling the system to other law statutes |
title_sort |
Incm & Nova Sbe pbl project - retirement law query system: evaluating the impact of scaling the system to other law statutes |
author |
Rolim, Pedro Miguel de Freitas ramalho |
author_facet |
Rolim, Pedro Miguel de Freitas ramalho |
author_role |
author |
dc.contributor.none.fl_str_mv |
Xufre, Patrícia Magalhães, João RUN |
dc.contributor.author.fl_str_mv |
Rolim, Pedro Miguel de Freitas ramalho |
dc.subject.por.fl_str_mv |
Business analytics Scalability Nlp Incm Bert Haystack Domínio/Área Científica::Ciências Sociais::Economia e Gestão |
topic |
Business analytics Scalability Nlp Incm Bert Haystack Domínio/Área Científica::Ciências Sociais::Economia e Gestão |
description |
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. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-12-17 2022-01-20 2022-01-20T00:00:00Z 2023-08-25T13:53:59Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10362/156854 TID:203082672 |
url |
http://hdl.handle.net/10362/156854 |
identifier_str_mv |
TID:203082672 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
|
_version_ |
1799138149855657984 |