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 …

Multimodal recipe recommendation system using deep learning and rule-based approach

AFUR Khilji, U Sinha, P Singh, A Ali, P Dadure… - SN Computer …, 2023 - Springer
In today's age of the internet, there is tremendous growth in information. Moreover, this
information can be easily accessed through different combinations of large-scale …

CookingQA: answering questions and recommending recipes based on ingredients

AFUR Khilji, R Manna, SR Laskar, P Pakray… - Arabian Journal for …, 2021 - Springer
In today's world where an individual is becoming more and more busy and independent, the
use of recommendation-based systems is steadily increasing. Thus, making available …

A survey on non-factoid question answering systems

M Breja, SK Jain - International Journal of Computers and …, 2022 - Taylor & Francis
Question Answering System (QAS) aims at providing the most appropriate answer to the
user's question asked in any natural language. It emerged as a future of web search that …

Attention-based transformer-BiGRU for question classification

D Han, T Tohti, A Hamdulla - Information, 2022 - mdpi.com
A question answering (QA) system is a research direction in the field of artificial intelligence
and natural language processing (NLP) that has attracted much attention and has broad …

Knowledge-point classification using simple LSTM-based and siamese-based networks for virtual patient simulation

YL Lin, YM Chiang, TC Tsai, SG Su - BMC Medical Informatics and …, 2025 - Springer
Background In medical education, enhancing thinking skills is vital. The Virtual Diagnosis
and Treatment Platform (VP) refines medical students' diagnostic abilities through interactive …

Multimodal text summarization with evaluation approaches

AFUR Khilji, U Sinha, P Singh, A Ali, SR Laskar… - Sādhanā, 2023 - Springer
Multimodal text summarization is a complex and challenging task in the field of natural
language processing. Its objective is to use a combination of features from various …

Healfavor: a chatbot application in healthcare

AFUR Khilji, SR Laskar, P Pakray… - Analysis of medical …, 2021 - taylorfrancis.com
In recent years, there has been an increasing momentum and a widespread adaptation for
personalized user service. These services are tuned to enrich one's experience of using an …

A customized web spider for why-qa pairs corpus preparation

M Breja - … of Information Systems and Telecommunication (JIST), 2023 - jist.acecr.org
Considering the growth of researches on improving the performance of non-factoid question
answering system, there is a need of an open-domain non-factoid dataset. There are some …

[HTML][HTML] Question-answering and recommendation system on cooking recipes

R Manna, D Das, A Gelbukh - Computación y Sistemas, 2021 - scielo.org.mx
Question answering (QA), one of the important applications of Natural Language Processing
(NLP) aims to take the user questions and returned to the user with the answers. An open …