Semantic Scholar Open Access 2020 189 sitasi

A literature review on question answering techniques, paradigms and systems

Marco Antônio Calijorne Soares Fernando Silva Parreiras

Lihat Sumber DOI

Abstrak

Abstract Background Question Answering (QA) systems enable users to retrieve exact answers for questions posed in natural language. Objective This study aims at identifying QA techniques, tools and systems, as well as the metrics and indicators used to measure these approaches for QA systems and also to determine how the relationship between Question Answering and natural language processing is built. Method The method adopted was a Systematic Literature Review of studies published from 2000 to 2017. Results 130 out of 1842 papers have been identified as describing a QA approach developed and evaluated with different techniques. Conclusion Question Answering researchers have concentrated their efforts in natural language processing, knowledge base and information retrieval paradigms. Most of the researches focused on open domain. Regarding the metrics used to evaluate the approaches, Precision and Recall are the most addressed.

Topik & Kata Kunci

Computer Science

Penulis (2)

Marco Antônio Calijorne Soares

Fernando Silva Parreiras

Format Sitasi

APA MLA BibTeX

Soares, M.A.C., Parreiras, F.S. (2020). A literature review on question answering techniques, paradigms and systems. https://doi.org/10.1016/J.JKSUCI.2018.08.005

Akses Cepat

Lihat di Sumber doi.org/10.1016/J.JKSUCI.2018.08.005

Informasi Jurnal

Tahun Terbit: 2020
Bahasa: en
Total Sitasi: 189×
Sumber Database: Semantic Scholar
DOI: 10.1016/J.JKSUCI.2018.08.005
Akses: Open Access ✓