Advancing Mental Disorder Detection: A Comparative Evaluation of Transformer and LSTM Architectures on Social Media
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Hasan, Khalid, Saquer, Jamil, Ghosh, Mukulika |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Beyond Architectures: Evaluating the Role of Contextual Embeddings in Detecting Bipolar Disorder on Social Media
par: Hasan, Khalid, et autres
Publié: (2025)
par: Hasan, Khalid, et autres
Publié: (2025)
Mental Multi-class Classification on Social Media: Benchmarking Transformer Architectures against LSTM Models
par: Hasan, Khalid, et autres
Publié: (2025)
par: Hasan, Khalid, et autres
Publié: (2025)
A Comparative Analysis of Transformer and LSTM Models for Detecting Suicidal Ideation on Reddit
par: Hasan, Khalid, et autres
Publié: (2024)
par: Hasan, Khalid, et autres
Publié: (2024)
A Benchmark Suite of Reddit-Derived Datasets for Mental Health Detection
par: Hasan, Khalid, et autres
Publié: (2026)
par: Hasan, Khalid, et autres
Publié: (2026)
Multiclass Hate Speech Detection with RoBERTa-OTA: Integrating Transformer Attention and Graph Convolutional Networks
par: Abusaqer, Mahmoud, et autres
Publié: (2026)
par: Abusaqer, Mahmoud, et autres
Publié: (2026)
FedMental: Evaluating Federated Learning for Mental Health Detection from Social Media Data
par: Abdelkadir, Nuredin Ali, et autres
Publié: (2026)
par: Abdelkadir, Nuredin Ali, et autres
Publié: (2026)
Efficient Hate Speech Detection: Evaluating 38 Models from Traditional Methods to Transformers
par: Abusaqer, Mahmoud, et autres
Publié: (2025)
par: Abusaqer, Mahmoud, et autres
Publié: (2025)
Mining Mental Health Signals: A Comparative Study of Four Machine Learning Methods for Depression Detection from Social Media Posts in Sorani Kurdish
par: Mohammed, Idrees, et autres
Publié: (2025)
par: Mohammed, Idrees, et autres
Publié: (2025)
Machine Learning Approaches for Mental Illness Detection on Social Media: A Systematic Review of Biases and Methodological Challenges
par: Cao, Yuchen, et autres
Publié: (2024)
par: Cao, Yuchen, et autres
Publié: (2024)
Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media
par: Patel, Anantram, et autres
Publié: (2025)
par: Patel, Anantram, et autres
Publié: (2025)
A Hybrid Machine Learning Model for Classifying Gene Mutations in Cancer using LSTM, BiLSTM, CNN, GRU, and GloVe
par: Aburass, Sanad, et autres
Publié: (2023)
par: Aburass, Sanad, et autres
Publié: (2023)
Early Detection of Mental Health Issues Using Social Media Posts
par: Saeed, Qasim Bin, et autres
Publié: (2025)
par: Saeed, Qasim Bin, et autres
Publié: (2025)
Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis
par: Zhai, Wei, et autres
Publié: (2024)
par: Zhai, Wei, et autres
Publié: (2024)
Advanced Machine Learning Techniques for Social Support Detection on Social Media
par: Kolesnikova, Olga, et autres
Publié: (2025)
par: Kolesnikova, Olga, et autres
Publié: (2025)
A Comparative Analysis of Contextual Representation Flow in State-Space and Transformer Architectures
par: Hoang, Nhat M., et autres
Publié: (2025)
par: Hoang, Nhat M., et autres
Publié: (2025)
Offensive Language Detection on Social Media Using XLNet
par: Alothman, Reem, et autres
Publié: (2025)
par: Alothman, Reem, et autres
Publié: (2025)
Cross-Platform Violence Detection on Social Media: A Dataset and Analysis
par: Chen, Celia, et autres
Publié: (2025)
par: Chen, Celia, et autres
Publié: (2025)
Analyzing Emotions in Bangla Social Media Comments Using Machine Learning and LIME
par: Paul, Bidyarthi, et autres
Publié: (2025)
par: Paul, Bidyarthi, et autres
Publié: (2025)
Bangla Grammatical Error Detection Leveraging Transformer-based Token Classification
par: Islam, Shayekh Bin, et autres
Publié: (2024)
par: Islam, Shayekh Bin, et autres
Publié: (2024)
NarrationDep: Narratives on Social Media For Automatic Depression Detection
par: Zogan, Hamad, et autres
Publié: (2024)
par: Zogan, Hamad, et autres
Publié: (2024)
A Regularized LSTM Method for Detecting Fake News Articles
par: Camelia, Tanjina Sultana, et autres
Publié: (2024)
par: Camelia, Tanjina Sultana, et autres
Publié: (2024)
Sentiment Analysis in Software Engineering: Evaluating Generative Pre-trained Transformers
par: Saifullah, KM Khalid, et autres
Publié: (2025)
par: Saifullah, KM Khalid, et autres
Publié: (2025)
Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media
par: Qi, Hongzhi, et autres
Publié: (2023)
par: Qi, Hongzhi, et autres
Publié: (2023)
Advancing Hate Speech Detection with Transformers: Insights from the MetaHate
par: Chapagain, Santosh, et autres
Publié: (2025)
par: Chapagain, Santosh, et autres
Publié: (2025)
Zero-Training Temporal Drift Detection for Transformer Sentiment Models: A Comprehensive Analysis on Authentic Social Media Streams
par: Bansal, Aayam, et autres
Publié: (2025)
par: Bansal, Aayam, et autres
Publié: (2025)
Emotion Detection From Social Media Posts
par: Rahman, Md Mahbubur, et autres
Publié: (2023)
par: Rahman, Md Mahbubur, et autres
Publié: (2023)
Modeling Bilingual Sentence Processing: Evaluating RNN and Transformer Architectures for Cross-Language Structural Priming
par: Zhang, Demi, et autres
Publié: (2024)
par: Zhang, Demi, et autres
Publié: (2024)
Bangla Fake News Detection Based On Multichannel Combined CNN-LSTM
par: George, Md. Zahin Hossain, et autres
Publié: (2025)
par: George, Md. Zahin Hossain, et autres
Publié: (2025)
Social Support Detection from Social Media Texts
par: Ahani, Zahra, et autres
Publié: (2024)
par: Ahani, Zahra, et autres
Publié: (2024)
Bridging Human and Model Perspectives: A Comparative Analysis of Political Bias Detection in News Media Using Large Language Models
par: Banik, Shreya Adrita, et autres
Publié: (2025)
par: Banik, Shreya Adrita, et autres
Publié: (2025)
Optimizing Large Language Models through Quantization: A Comparative Analysis of PTQ and QAT Techniques
par: Hasan, Jahid
Publié: (2024)
par: Hasan, Jahid
Publié: (2024)
Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media
par: Hebert, Liam, et autres
Publié: (2023)
par: Hebert, Liam, et autres
Publié: (2023)
Born a Transformer -- Always a Transformer? On the Effect of Pretraining on Architectural Abilities
par: Jobanputra, Mayank, et autres
Publié: (2025)
par: Jobanputra, Mayank, et autres
Publié: (2025)
A Machine Learning Approach to Detect Customer Satisfaction From Multiple Tweet Parameters
par: Hasan, Md Mahmudul, et autres
Publié: (2024)
par: Hasan, Md Mahmudul, et autres
Publié: (2024)
Learning Novel Transformer Architecture for Time-series Forecasting
par: Zhang, Juyuan, et autres
Publié: (2025)
par: Zhang, Juyuan, et autres
Publié: (2025)
A Systematic Analysis on the Temporal Generalization of Language Models in Social Media
par: Ushio, Asahi, et autres
Publié: (2024)
par: Ushio, Asahi, et autres
Publié: (2024)
ReDepress: A Cognitive Framework for Detecting Depression Relapse from Social Media
par: Agarwal, Aakash Kumar, et autres
Publié: (2025)
par: Agarwal, Aakash Kumar, et autres
Publié: (2025)
Probing Information Distribution in Transformer Architectures through Entropy Analysis
par: Buonanno, Amedeo, et autres
Publié: (2025)
par: Buonanno, Amedeo, et autres
Publié: (2025)
SELF-PERCEPT: Introspection Improves Large Language Models' Detection of Multi-Person Mental Manipulation in Conversations
par: Khanna, Danush, et autres
Publié: (2025)
par: Khanna, Danush, et autres
Publié: (2025)
Leveraging Large Language Models for Suicide Detection on Social Media with Limited Labels
par: Nguyen, Vy, et autres
Publié: (2024)
par: Nguyen, Vy, et autres
Publié: (2024)
Documents similaires
-
Beyond Architectures: Evaluating the Role of Contextual Embeddings in Detecting Bipolar Disorder on Social Media
par: Hasan, Khalid, et autres
Publié: (2025) -
Mental Multi-class Classification on Social Media: Benchmarking Transformer Architectures against LSTM Models
par: Hasan, Khalid, et autres
Publié: (2025) -
A Comparative Analysis of Transformer and LSTM Models for Detecting Suicidal Ideation on Reddit
par: Hasan, Khalid, et autres
Publié: (2024) -
A Benchmark Suite of Reddit-Derived Datasets for Mental Health Detection
par: Hasan, Khalid, et autres
Publié: (2026) -
Multiclass Hate Speech Detection with RoBERTa-OTA: Integrating Transformer Attention and Graph Convolutional Networks
par: Abusaqer, Mahmoud, et autres
Publié: (2026)