Analysis of community question‐answering issues via machine learning and deep learning: State‐of‐the‐art review

PK Roy, S Saumya, JP Singh… - CAAI Transactions on …, 2023 - Wiley Online Library
Over the last couple of decades, community question‐answering sites (CQAs) have been a
topic of much academic interest. Scholars have often leveraged traditional machine learning …

Conversational question answering: A survey

M Zaib, WE Zhang, QZ Sheng, A Mahmood… - … and Information Systems, 2022 - Springer
Question answering (QA) systems provide a way of querying the information available in
various formats including, but not limited to, unstructured and structured data in natural …

Multimodality of ai for education: Towards artificial general intelligence

GG Lee, L Shi, E Latif, Y Gao, A Bewersdorff… - arXiv preprint arXiv …, 2023 - arxiv.org
This paper presents a comprehensive examination of how multimodal artificial intelligence
(AI) approaches are paving the way towards the realization of Artificial General Intelligence …

Feverous: Fact extraction and verification over unstructured and structured information

R Aly, Z Guo, M Schlichtkrull, J Thorne… - arXiv preprint arXiv …, 2021 - arxiv.org
Fact verification has attracted a lot of attention in the machine learning and natural language
processing communities, as it is one of the key methods for detecting misinformation …

A survey of reinforcement learning informed by natural language

J Luketina, N Nardelli, G Farquhar, J Foerster… - arXiv preprint arXiv …, 2019 - arxiv.org
To be successful in real-world tasks, Reinforcement Learning (RL) needs to exploit the
compositional, relational, and hierarchical structure of the world, and learn to transfer it to the …

[HTML][HTML] A literature review on question answering techniques, paradigms and systems

MAC Soares, FS Parreiras - Journal of King Saud University-Computer and …, 2020 - Elsevier
Abstract Background Question Answering (QA) systems enable users to retrieve exact
answers for questions posed in natural language. Objective This study aims at identifying …

Multi-hop question answering

V Mavi, A Jangra, A Jatowt - Foundations and Trends® in …, 2024 - nowpublishers.com
Abstract The task of Question Answering (QA) has attracted significant research interest for a
long time. Its relevance to language understanding and knowledge retrieval tasks, along …

A survey on machine reading comprehension systems

R Baradaran, R Ghiasi, H Amirkhani - Natural Language Engineering, 2022 - cambridge.org
Machine Reading Comprehension (MRC) is a challenging task and hot topic in Natural
Language Processing. The goal of this field is to develop systems for answering the …

A survey on multi-hop question answering and generation

V Mavi, A Jangra, A Jatowt - arXiv preprint arXiv:2204.09140, 2022 - arxiv.org
The problem of Question Answering (QA) has attracted significant research interest for long.
Its relevance to language understanding and knowledge retrieval tasks, along with the …

CoQUAD: a COVID-19 question answering dataset system, facilitating research, benchmarking, and practice

S Raza, B Schwartz, LC Rosella - BMC bioinformatics, 2022 - Springer
Background Due to the growing amount of COVID-19 research literature, medical experts,
clinical scientists, and researchers frequently struggle to stay up to date on the most recent …