A review of sentiment analysis research in Arabic language

O Oueslati, E Cambria, MB HajHmida… - Future Generation …, 2020 - Elsevier
Sentiment analysis is a task of natural language processing that has recently attracted
increasing attention. However, sentiment analysis research has mainly been carried out for …

Machine learning and deep learning for sentiment analysis across languages: A survey

EM Mercha, H Benbrahim - Neurocomputing, 2023 - Elsevier
The inception and rapid growth of the Web, social media, and other online forums have
resulted in the continuous and rapid generation of opinionated textual data. Several real …

Ten years of sentic computing

Y Susanto, E Cambria, BC Ng, A Hussain - Cognitive Computation, 2022 - Springer
Sentic computing is a multi-disciplinary approach to sentiment analysis at the crossroads
between affective computing and commonsense computing, which exploits both computer …

A survey of sentiment analysis in the Portuguese language

DA Pereira - Artificial Intelligence Review, 2021 - Springer
Sentiment analysis is an area of study that aims to develop computational methods and tools
to extract and classify the opinions and emotions expressed by people on social networks …

Arabic question answering system: a survey

TH Alwaneen, AM Azmi, HA Aboalsamh… - Artificial Intelligence …, 2022 - Springer
Question answering is a subfield of information retrieval. It is a task of answering a question
posted in a natural language. A question answering system (QAS) may be considered a …

A survey of reasoning with foundation models

J Sun, C Zheng, E Xie, Z Liu, R Chu, J Qiu, J Xu… - arXiv preprint arXiv …, 2023 - arxiv.org
Reasoning, a crucial ability for complex problem-solving, plays a pivotal role in various real-
world settings such as negotiation, medical diagnosis, and criminal investigation. It serves …

Arabic fake news detection based on deep contextualized embedding models

AB Nassif, A Elnagar, O Elgendy, Y Afadar - Neural Computing and …, 2022 - Springer
Social media is becoming a source of news for many people due to its ease and freedom of
use. As a result, fake news has been spreading quickly and easily regardless of its …

A deep learning sentiment analyser for social media comments in low-resource languages

Z Kastrati, L Ahmedi, A Kurti, F Kadriu, D Murtezaj… - Electronics, 2021 - mdpi.com
During the pandemic, when people needed to physically distance, social media platforms
have been one of the outlets where people expressed their opinions, thoughts, sentiments …

Square one bias in NLP: Towards a multi-dimensional exploration of the research manifold

S Ruder, I Vulić, A Søgaard - arXiv preprint arXiv:2206.09755, 2022 - arxiv.org
The prototypical NLP experiment trains a standard architecture on labeled English data and
optimizes for accuracy, without accounting for other dimensions such as fairness …

Target-level sentiment analysis for news articles

S Žitnik, N Blagus, M Bajec - Knowledge-Based Systems, 2022 - Elsevier
The rapid growth of social media, news sites, and blogs increases the opportunity to express
and share an opinion on the Internet. Researchers from different fields take advantage of …