Progress, achievements, and challenges in multimodal sentiment analysis using deep learning: A survey

A Pandey, DK Vishwakarma - Applied Soft Computing, 2024 - Elsevier
Sentiment analysis is a computational technique that analyses the subjective information
conveyed within a given expression. This encompasses appraisals, opinions, attitudes or …

Comparative analysis of Deep Learning and Machine Learning algorithms for emoji prediction from Arabic text

T Mokhamed, S Harous, N Hussein, H Ismail - Social Network Analysis and …, 2024 - Springer
Emojis have become a crucial part of text-based communication in recent years, especially
on social media and messaging services. As a result, emoji prediction has gained …

Contrastive Learning-based Multi Modal Architecture for Emoticon Prediction by Employing Image-Text Pairs

A Pandey, DK Vishwakarma - arXiv preprint arXiv:2408.02571, 2024 - arxiv.org
The emoticons are symbolic representations that generally accompany the textual content to
visually enhance or summarize the true intention of a written message. Although widely …

Emoji Retrieval from Gibberish or Garbled Social Media Text: A Novel Methodology and a Case Study

S Cui, N Thakur, A Poon - International Conference on Human-Computer …, 2024 - Springer
Emojis, considered an integral aspect of social media conversations, are widely used on
almost all social media platforms. However, social media data may be noisy and may also …

Emoji Recommendation System Using Deep Learning Algorithms

J Rathod, K Neha, HS Purohit, J Verma… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Emojis are becoming increasingly prevalent in everyday online communication such as
messaging, email, and social networking. To enhance the user experience of expressing …

TGCN-Bert Emoji Prediction in Information Systems Using TCN and GCN Fusing Features Based on BERT

Z Yang, X Ye, H Xu - International Journal on Semantic Web and …, 2023 - igi-global.com
In recent studies, graph convolutional neural networks (GCNs) have been used to solve
different natural language processing (NLP) tasks. However, few researches apply graph …

Emotion detection for Bangla language

RR Rushan, S Hossain, SS Shovon, MA Rahman - 2024 - dspace.bracu.ac.bd
This project aims to identify emotions and generate Bangla-language emojis. Emojis have
become essential to digital communication, transcending language borders and improving …

SAMNet: Semantic Aware Multimodal Network for Emoji Drawing Classification

SV Gothe, R Khurana, JR Vachhani, S Rakshith… - … on Computer Vision and …, 2022 - Springer
In the current era, the mode of communication through mobile devices is becoming more
personalized with the evolution of touch-based input methods. While writing on touch …