Sentiment analysis using deep learning architectures: a review

A Yadav, DK Vishwakarma - Artificial Intelligence Review, 2020 - Springer
Social media is a powerful source of communication among people to share their sentiments
in the form of opinions and views about any topic or article, which results in an enormous …

A comparative study on bio-inspired algorithms for sentiment analysis

A Yadav, DK Vishwakarma - Cluster Computing, 2020 - Springer
Data mining is one of the most explored and ongoing areas of research. Sentiment analysis
is a popular application of data mining, where the information regarding the customer's …

A transformer-based approach to irony and sarcasm detection

RA Potamias, G Siolas, AG Stafylopatis - Neural Computing and …, 2020 - Springer
Figurative language (FL) seems ubiquitous in all social media discussion forums and chats,
posing extra challenges to sentiment analysis endeavors. Identification of FL schemas in …

Mining and classifying customer reviews: a survey

L Subhashini, Y Li, J Zhang, AS Atukorale… - Artificial Intelligence …, 2021 - Springer
With the increasing number of customer reviews on the Web, there is a growing need for
effective methods to retrieve valuable information hidden in these reviews, as sellers need to …

A survey of figurative language and its computational detection in online social networks

M Abulaish, A Kamal, MJ Zaki - ACM Transactions on the Web (TWEB), 2020 - dl.acm.org
The frequent usage of figurative language on online social networks, especially on Twitter,
has the potential to mislead traditional sentiment analysis and recommender systems. Due …

Towards improved deep contextual embedding for the identification of irony and sarcasm

U Naseem, I Razzak, P Eklund… - 2020 International joint …, 2020 - ieeexplore.ieee.org
Humans use tonal stress and gestural cues to reveal negative feelings that are expressed
ironically using positive or intensified positive words when communicating vocally. However …

Transformer-based word embedding with CNN model to detect sarcasm and irony

R Ahuja, SC Sharma - Arabian Journal for Science and Engineering, 2022 - Springer
Accurate semantic illustrations of text data and conclusive information extraction are major
strides towards correct computation of sentence meaning, particularly for figurative …

Sentiment Analysis in Literary Studies. A Critical Survey.

S Rebora - DHQ: Digital Humanities Quarterly, 2023 - search.ebscohost.com
The article sets up a critique of Sentiment Analysis (SA) tools in literary studies, both from a
theoretical and a computational point of view. In the first section, a possible use of SA in …

Investigating figurative language in “Lose You to Love Me” song lyric

ENF Dewi, DN Hidayat, A Alek - Loquen: English Studies Journal, 2020 - ftk.uinbanten.ac.id
Figurative language is part of the semantic aspect in language that employs various figures
in a language. The study discussed an analysis of the figurative languages in the Selena …

Building towards automated cyberbullying detection: A comparative analysis

LM Al-Harigy, HA Al-Nuaim… - Computational …, 2022 - Wiley Online Library
The increased use of social media among digitally anonymous users, sharing their thoughts
and opinions, can facilitate participation and collaboration. However, this anonymity feature …