Transformer models used for text-based question answering systems

K Nassiri, M Akhloufi - Applied Intelligence, 2023 - Springer
The question answering system is frequently applied in the area of natural language
processing (NLP) because of the wide variety of applications. It consists of answering …

A review of question answering systems

B Ojokoh, E Adebisi - Journal of Web Engineering, 2018 - ieeexplore.ieee.org
Question Answering (QA) targets answering questions defined in natural language.
Question Answering Systems offer an automated approach to procuring solutions to queries …

Research and reviews in question answering system

SK Dwivedi, V Singh - Procedia Technology, 2013 - Elsevier
Abstract Question Answering (QA) Systems is an automated approach to retrieve correct
responses to the questions asked by human in natural language. The fundamental thought …

[PDF][PDF] Question answering system, approaches and techniques: a review

AM Pundge, SA Khillare… - International Journal of …, 2016 - academia.edu
As technology developed the use of internet has tremendously increased because of the
availability of huge amount of data. Question answering is a specialized area in the field of …

FIDJI: using syntax for validating answers in multiple documents

V Moriceau, X Tannier - Information retrieval, 2010 - Springer
This article presents FIDJI, a question-answering (QA) system for French. FIDJI combines
syntactic information with traditional QA techniques such as named entity recognition and …

[PDF][PDF] Handling ambiguity problems of natural language interface for question answering

O Al-Harbi, S Jusoh, N Norwawi - International Journal of …, 2012 - researchgate.net
The Natural language question (NLQ) processing module is considered a fundamental
component in the natural language interface of a Question Answering (QA) system, and its …

Question answering: a survey of research, techniques and issues

V Singh, SK Dwivedi - International Journal of Information Retrieval …, 2014 - igi-global.com
With the huge amount of data available on web, it has turned out to be a fertile area for
Question Answering (QA) research. Question answering, an instance of information retrieval …

A machine learning approach to link prediction for interlinked documents

M Kc, R Chau, M Hagenbuchner, AC Tsoi… - Focused Retrieval and …, 2010 - Springer
This paper provides an explanation to how a recently developed machine learning
approach, namely the Probability Measure Graph Self-Organizing Map (PM-GraphSOM) can …

Overview of the 2009 qa track: Towards a common task for qa, focused ir and automatic summarization systems

V Moriceau, E SanJuan, X Tannier, P Bellot - International Workshop of the …, 2009 - Springer
QA@ INEX aims to evaluate a complex question-answering task. In such a task, the set of
questions is composed of factoid, precise questions that expect short answers, as well as …

Transfer Learning for Arabic Question-Answering

AM Baqasah - International Conference on Innovations in Computer …, 2022 - Springer
Intent classification aims at determining the customers' future actions based on the produced
text or the used language. This process differs from other issues of topic classification that …