Depression detection from social media text analysis using natural language processing techniques and hybrid deep learning model

V Tejaswini, K Sathya Babu, B Sahoo - ACM Transactions on Asian and …, 2024 - dl.acm.org
Depression is a kind of emotion that negatively impacts people's daily lives. The number of
people suffering from long-term feelings is increasing every year across the globe …

[PDF][PDF] A technical review of the state-of-the-art methods in aspect-based sentiment analysis

KK Yusuf, E Ogbuju, T Abiodun… - Journal of Computing …, 2024 - pdfs.semanticscholar.org
With the advent and rapid advancement of text mining technology, a computer-based
approach used to capture sentiment standpoints from data in textual form is increasingly …

Enhancing low-resource sentiment analysis: A transfer learning approach

F Daneshfar - Passer Journal of Basic and Applied …, 2024 - passer.garmian.edu.krd
The identification and extraction of subjective information from text, known as sentiment
analysis, has seen advancements in employing cross-lingual approaches. However, the …

Enhanced Lexicon based Hybrid Method for Slang and Punctuation Scoring for Aspect Based Sentiment Analysis

MM Kabir, ZA Othman… - 2024 6th International …, 2024 - ieeexplore.ieee.org
In the contemporary landscape of sentiment analysis from customer reviews on product and
service evaluations, the focus has shifted markedly towards the nuanced evaluation of their …

Geo-spatial map** of hate speech prediction in roman urdu

S Aziz, MS Sarfraz, M Usman, MU Aftab, HT Rauf - Mathematics, 2023 - mdpi.com
Social media has transformed into a crucial channel for political expression. Twitter,
especially, is a vital platform used to exchange political hate in Pakistan. Political hate …

Count me too: Sentiment analysis of roman sindhi script

MB Alvi, NA Mahoto, MSA Reshan, M Unar… - SAGE …, 2023 - journals.sagepub.com
Social media has given voice to people around the globe. However, all voices are not
counted due to the scarcity of lexical computational resources. Such resources could …

[PDF][PDF] RUSAS: Roman Urdu Sentiment Analysis System.

K Jawad, M Ahmad, M Alvi, MB Alvi - Computers, Materials & …, 2024 - researchgate.net
Sentiment analysis, the meta field of Natural Language Processing (NLP), attempts to
analyze and identify the sentiments in the opinionated text data. People share their …

Structure and design of multimodal dataset for automatic regex synthesis methods in Roman Urdu

S Tariq, TA Rana - International Journal of Data Science and Analytics, 2024 - Springer
Automatic regex synthesis involves generation of regular expressions from user-written
natural language descriptions, example strings or both. Daily, countless regex generation …

Optimized Identification of Sentence-Level Multiclass Events on Urdu-Language-Text Using Machine Learning Techniques

S Ali, U Jamil, M Younas, B Zafar, MK Hanif - IEEE Access, 2024 - ieeexplore.ieee.org
In today's digital world, social media platforms generate a plethora of unstructured
information. However, for low-resource languages like Urdu, there is a scarcity of well …