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 …

Federated Learning-Based Architecture for Personalized Next Emoji Prediction for Social Media Comments

D Mistry, JD Plabon, BS Diba, S Mukta… - IEEE Access, 2024 - ieeexplore.ieee.org
In the era of digital communication, emojis have become the vibrant palette of people's
textual expressions, adding depth and emotion to messages. However, deciphering the …

Emoji prediction from arabic sentence

T Mokhamed, A Elnagar - 2022 International conference on …, 2022 - ieeexplore.ieee.org
Emoji prediction aims to identify the appropriate emoji or set of emojis associated with the
text. With the help of a machine and deep learning, models can learn and comprehend rich …

A Survey on Deep Tabular Learning

S Somvanshi, S Das, SA Javed, G Antariksa… - arXiv preprint arXiv …, 2024 - arxiv.org
Tabular data, widely used in industries like healthcare, finance, and transportation, presents
unique challenges for deep learning due to its heterogeneous nature and lack of spatial …

Emoji anticipation and prediction using deep neural network model

J Shobana, S Amudha, S Kumar - … International conference on …, 2022 - ieeexplore.ieee.org
Emojis are tiny pictorial depictions of feelings or objects that are frequently used in text
messaging to enhance intercultural dialogue. Emojis are increasingly being used by users …

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 …

[HTML][HTML] 계층적KoBERT 를활용한SNS 문맥기반이모티콘추천

김지현, 김예림, 변혜원 - 한국디지털콘텐츠학회논문지, 2023 - journal.dcs.or.kr
초록 이모티콘 추천은 수천 개의 이모티콘들 중에서 사용자가 원하는 적절한 이모티콘을
용이하게 찾도록 도와주는 중요한 태스크이다. 기존의 이모티콘 추천 방법들은 채팅 플랫폼을 …

A Deep Learning Based Emoticon Classification for Social Media Comment Analysis

S Sankari, SS Priscila - … on Advancements in Smart Computing and …, 2023 - Springer
Social Network plays a vital role in exchanging information in this smart world. In such
situations, the usage of words is an important one to restrict the abusive information and text …

Building NLP Tools to Process Sinhala Text Data Written using English Letters

WSA Kurera, RK Rajapaksha… - … on Advances in ICT …, 2022 - ieeexplore.ieee.org
Sri Lanka is a country where the Sinhala and English languages take a prominent place, but
most people are not so fluent in the two languages when using digital platforms like social …

[PDF][PDF] SNS Context-based Emoji Recommendation Using Hierarchical KoBERT

JH Kim, YR Kim, HW Byun - 디지털콘텐츠학회논문지(J. DCS), 2023 - journal.dcs.or.kr
Emoji recommendation is an important task that assists users in finding appropriate emojis
from thousands of candidates. Existing methods primarily focus on popular emojis related to …