Development of Q&A systems using AcQA
| Main Author: | |
|---|---|
| Publication Date: | 2020 |
| Other Authors: | , |
| Language: | eng |
| Source: | Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
| Download full: | http://hdl.handle.net/10198/22793 |
Summary: | In order to help the user to search for relevant information, Question and Answering (Q&A) Systems provide the possibility to formulate the question freely in a natural language, retrieving the most appropriate and concise answers. These systems interpret the user question to understand his information needs and return him the more adequate replies in a semantic sense; they do not perform a statistical word search like happens in the existing search engines. There are several approaches to developing and deploying Q&A Systems, making it hard to choose the best way to build the system. To turn easier this process, we are proposing a way to automatically create Q&A Systems (AcQA) based on DSLs, thus allowing the setup and the validation of the Q&A System independent of the implementation techniques. With our proposal (AcQA language), we want the developers to focus on the data and contents, instead of implementation details. We conducted an experiment to assess the feasibility of using AcQA. The study was carried out with people from the computer science field and shows that our language simplifies the development of a Q&A System. |
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Development of Q&A systems using AcQAQuestion & answeringDSLNatural language processingIn order to help the user to search for relevant information, Question and Answering (Q&A) Systems provide the possibility to formulate the question freely in a natural language, retrieving the most appropriate and concise answers. These systems interpret the user question to understand his information needs and return him the more adequate replies in a semantic sense; they do not perform a statistical word search like happens in the existing search engines. There are several approaches to developing and deploying Q&A Systems, making it hard to choose the best way to build the system. To turn easier this process, we are proposing a way to automatically create Q&A Systems (AcQA) based on DSLs, thus allowing the setup and the validation of the Q&A System independent of the implementation techniques. With our proposal (AcQA language), we want the developers to focus on the data and contents, instead of implementation details. We conducted an experiment to assess the feasibility of using AcQA. The study was carried out with people from the computer science field and shows that our language simplifies the development of a Q&A System.Schloss Dagstuhl--Leibniz-Zentrum fuer InformatikBiblioteca Digital do IPBAzevedo, Renato Preigschadt dePereira, Maria JoãoHenriques, Pedro Rangel2020-10-09T11:14:28Z20202020-01-01T00:00:00Zconference objectinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10198/22793engAzevedo, Renato; Pereira, Maria João; Henriques, Pedro (2020). Development of Q&A systems using AcQA. In 9th Symposium on Languages, Applications and Technologies (SLATE 2020). Virtual, Online. Portugal978-3-95977-165-81868-896910.4230/OASIcs.SLATE.2020.0info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-02-25T12:13:05Zoai:bibliotecadigital.ipb.pt:10198/22793Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T11:40:21.305313Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse |
| dc.title.none.fl_str_mv |
Development of Q&A systems using AcQA |
| title |
Development of Q&A systems using AcQA |
| spellingShingle |
Development of Q&A systems using AcQA Azevedo, Renato Preigschadt de Question & answering DSL Natural language processing |
| title_short |
Development of Q&A systems using AcQA |
| title_full |
Development of Q&A systems using AcQA |
| title_fullStr |
Development of Q&A systems using AcQA |
| title_full_unstemmed |
Development of Q&A systems using AcQA |
| title_sort |
Development of Q&A systems using AcQA |
| author |
Azevedo, Renato Preigschadt de |
| author_facet |
Azevedo, Renato Preigschadt de Pereira, Maria João Henriques, Pedro Rangel |
| author_role |
author |
| author2 |
Pereira, Maria João Henriques, Pedro Rangel |
| author2_role |
author author |
| dc.contributor.none.fl_str_mv |
Biblioteca Digital do IPB |
| dc.contributor.author.fl_str_mv |
Azevedo, Renato Preigschadt de Pereira, Maria João Henriques, Pedro Rangel |
| dc.subject.por.fl_str_mv |
Question & answering DSL Natural language processing |
| topic |
Question & answering DSL Natural language processing |
| description |
In order to help the user to search for relevant information, Question and Answering (Q&A) Systems provide the possibility to formulate the question freely in a natural language, retrieving the most appropriate and concise answers. These systems interpret the user question to understand his information needs and return him the more adequate replies in a semantic sense; they do not perform a statistical word search like happens in the existing search engines. There are several approaches to developing and deploying Q&A Systems, making it hard to choose the best way to build the system. To turn easier this process, we are proposing a way to automatically create Q&A Systems (AcQA) based on DSLs, thus allowing the setup and the validation of the Q&A System independent of the implementation techniques. With our proposal (AcQA language), we want the developers to focus on the data and contents, instead of implementation details. We conducted an experiment to assess the feasibility of using AcQA. The study was carried out with people from the computer science field and shows that our language simplifies the development of a Q&A System. |
| publishDate |
2020 |
| dc.date.none.fl_str_mv |
2020-10-09T11:14:28Z 2020 2020-01-01T00:00:00Z |
| dc.type.driver.fl_str_mv |
conference object |
| dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
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publishedVersion |
| dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10198/22793 |
| url |
http://hdl.handle.net/10198/22793 |
| dc.language.iso.fl_str_mv |
eng |
| language |
eng |
| dc.relation.none.fl_str_mv |
Azevedo, Renato; Pereira, Maria João; Henriques, Pedro (2020). Development of Q&A systems using AcQA. In 9th Symposium on Languages, Applications and Technologies (SLATE 2020). Virtual, Online. Portugal 978-3-95977-165-8 1868-8969 10.4230/OASIcs.SLATE.2020.0 |
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info:eu-repo/semantics/openAccess |
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openAccess |
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application/pdf |
| dc.publisher.none.fl_str_mv |
Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik |
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Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik |
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reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia instacron:RCAAP |
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Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia |
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