Depression detection in social media posts using transformer-based models and auxiliary features
Fuente:
arXiv
Guardado en:
| Autores principales: | Kerasiotis, Marios, Ilias, Loukas, Askounis, Dimitris |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Mixture of Experts for Recognizing Depression from Interview and Reading Tasks
por: Ilias, Loukas, et al.
Publicado: (2025)
por: Ilias, Loukas, et al.
Publicado: (2025)
Multimodal Detection of Bots on X (Twitter) using Transformers
por: Ilias, Loukas, et al.
Publicado: (2023)
por: Ilias, Loukas, et al.
Publicado: (2023)
Recognition of Dysarthria in Amyotrophic Lateral Sclerosis patients using Hypernetworks
por: Ilias, Loukas, et al.
Publicado: (2025)
por: Ilias, Loukas, et al.
Publicado: (2025)
A Multimodal Framework for Dementia Detection via Linguistic and Acoustic Representation Learning
por: Ilias, Loukas, et al.
Publicado: (2026)
por: Ilias, Loukas, et al.
Publicado: (2026)
From Divergence to Consensus: Evaluating the Role of Large Language Models in Facilitating Agreement through Adaptive Strategies
por: Triantafyllopoulos, Loukas, et al.
Publicado: (2025)
por: Triantafyllopoulos, Loukas, et al.
Publicado: (2025)
Convolutional Neural Networks and Mixture of Experts for Intrusion Detection in 5G Networks and beyond
por: Ilias, Loukas, et al.
Publicado: (2024)
por: Ilias, Loukas, et al.
Publicado: (2024)
Empowering machine learning models with contextual knowledge for enhancing the detection of eating disorders in social media posts
por: Benítez-Andrades, José Alberto, et al.
Publicado: (2024)
por: Benítez-Andrades, José Alberto, et al.
Publicado: (2024)
A Graph Neural Architecture Search Approach for Identifying Bots in Social Media
por: Tzoumanekas, Georgios, et al.
Publicado: (2024)
por: Tzoumanekas, Georgios, et al.
Publicado: (2024)
Detecting out-of-distribution text using topological features of transformer-based language models
por: Pollano, Andres, et al.
Publicado: (2023)
por: Pollano, Andres, et al.
Publicado: (2023)
Augmenting emotion features in irony detection with Large language modeling
por: Lin, Yucheng, et al.
Publicado: (2024)
por: Lin, Yucheng, et al.
Publicado: (2024)
Detecting value-expressive text posts in Russian social media
por: Milkova, Maria, et al.
Publicado: (2023)
por: Milkova, Maria, et al.
Publicado: (2023)
GRDD: A Dataset for Greek Dialectal NLP
por: Chatzikyriakidis, Stergios, et al.
Publicado: (2023)
por: Chatzikyriakidis, Stergios, et al.
Publicado: (2023)
TuPy-E: detecting hate speech in Brazilian Portuguese social media with a novel dataset and comprehensive analysis of models
por: Oliveira, Felipe, et al.
Publicado: (2023)
por: Oliveira, Felipe, et al.
Publicado: (2023)
Tiny-Toxic-Detector: A compact transformer-based model for toxic content detection
por: Kamphuis, Michiel
Publicado: (2024)
por: Kamphuis, Michiel
Publicado: (2024)
Finding frames with BERT: A transformer-based approach to generic news frame detection
por: Jumle, Vihang, et al.
Publicado: (2024)
por: Jumle, Vihang, et al.
Publicado: (2024)
Leveraging the power of transformers for guilt detection in text
por: Meque, Abdul Gafar Manuel, et al.
Publicado: (2024)
por: Meque, Abdul Gafar Manuel, et al.
Publicado: (2024)
Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 2024
por: Chalkidis, Ilias
Publicado: (2024)
por: Chalkidis, Ilias
Publicado: (2024)
Decoding Alignment: A Critical Survey of LLM Development Initiatives through Value-setting and Data-centric Lens
por: Chalkidis, Ilias
Publicado: (2025)
por: Chalkidis, Ilias
Publicado: (2025)
An exploration of features to improve the generalisability of fake news detection models
por: Hoy, Nathaniel, et al.
Publicado: (2025)
por: Hoy, Nathaniel, et al.
Publicado: (2025)
MAPX: An explainable model-agnostic framework for the detection of false information on social media networks
por: Condran, Sarah, et al.
Publicado: (2024)
por: Condran, Sarah, et al.
Publicado: (2024)
Large Language Model (LLM) AI text generation detection based on transformer deep learning algorithm
por: Mo, Yuhong, et al.
Publicado: (2024)
por: Mo, Yuhong, et al.
Publicado: (2024)
ConspEmoLLM-v2: A robust and stable model to detect sentiment-transformed conspiracy theories
por: Liu, Zhiwei, et al.
Publicado: (2025)
por: Liu, Zhiwei, et al.
Publicado: (2025)
DepressLLM: Interpretable domain-adapted language model for depression detection from real-world narratives
por: Moon, Sehwan, et al.
Publicado: (2025)
por: Moon, Sehwan, et al.
Publicado: (2025)
Forensic deepfake audio detection using segmental speech features
por: Yang, Tianle, et al.
Publicado: (2025)
por: Yang, Tianle, et al.
Publicado: (2025)
A Human Word Association based model for topic detection in social networks
por: Khadivi, Mehrdad Ranjbar, et al.
Publicado: (2023)
por: Khadivi, Mehrdad Ranjbar, et al.
Publicado: (2023)
Large language models can disambiguate opioid slang on social media
por: Carpenter, Kristy A., et al.
Publicado: (2026)
por: Carpenter, Kristy A., et al.
Publicado: (2026)
Cross-lingual Alzheimer's Disease detection based on paralinguistic and pre-trained features
por: Chen, Xuchu, et al.
Publicado: (2023)
por: Chen, Xuchu, et al.
Publicado: (2023)
Fine-grained auxiliary learning for real-world product recommendation
por: Almagro, Mario, et al.
Publicado: (2025)
por: Almagro, Mario, et al.
Publicado: (2025)
Prompt-based mental health screening from social media text
por: Santos, Wesley Ramos dos, et al.
Publicado: (2024)
por: Santos, Wesley Ramos dos, et al.
Publicado: (2024)
EmoGRACE: Aspect-based emotion analysis for social media data
por: Zorenböhmer, Christina, et al.
Publicado: (2025)
por: Zorenböhmer, Christina, et al.
Publicado: (2025)
Integrated ensemble of BERT- and features-based models for authorship attribution in Japanese literary works
por: Kanda, Taisei, et al.
Publicado: (2025)
por: Kanda, Taisei, et al.
Publicado: (2025)
Llama meets EU: Investigating the European Political Spectrum through the Lens of LLMs
por: Chalkidis, Ilias, et al.
Publicado: (2024)
por: Chalkidis, Ilias, et al.
Publicado: (2024)
Enhanced Arabic-language cyberbullying detection: deep embedding and transformer (BERT) approaches
por: Aljohani, Ebtesam Jaber, et al.
Publicado: (2025)
por: Aljohani, Ebtesam Jaber, et al.
Publicado: (2025)
LLMCARE: early detection of cognitive impairment via transformer models enhanced by LLM-generated synthetic data
por: Zolnour, Ali, et al.
Publicado: (2025)
por: Zolnour, Ali, et al.
Publicado: (2025)
Dynamic hashtag recommendation in social media with trend shift detection and adaptation
por: Cantini, Riccardo, et al.
Publicado: (2025)
por: Cantini, Riccardo, et al.
Publicado: (2025)
Correcting misinformation on social media with a large language model
por: Zhou, Xinyi, et al.
Publicado: (2024)
por: Zhou, Xinyi, et al.
Publicado: (2024)
Explainable Depression Detection using Masked Hard Instance Mining
por: Prakrankamanant, Patawee, et al.
Publicado: (2025)
por: Prakrankamanant, Patawee, et al.
Publicado: (2025)
Generating Medically-Informed Explanations for Depression Detection using LLMs
por: Chen, Xiangyong, et al.
Publicado: (2025)
por: Chen, Xiangyong, et al.
Publicado: (2025)
Optimal and efficient text counterfactuals using Graph Neural Networks
por: Lymperopoulos, Dimitris, et al.
Publicado: (2024)
por: Lymperopoulos, Dimitris, et al.
Publicado: (2024)
ALMol: Aligned Language-Molecule Translation LLMs through Offline Preference Contrastive Optimisation
por: Gkoumas, Dimitris
Publicado: (2024)
por: Gkoumas, Dimitris
Publicado: (2024)
Ejemplares similares
-
Mixture of Experts for Recognizing Depression from Interview and Reading Tasks
por: Ilias, Loukas, et al.
Publicado: (2025) -
Multimodal Detection of Bots on X (Twitter) using Transformers
por: Ilias, Loukas, et al.
Publicado: (2023) -
Recognition of Dysarthria in Amyotrophic Lateral Sclerosis patients using Hypernetworks
por: Ilias, Loukas, et al.
Publicado: (2025) -
A Multimodal Framework for Dementia Detection via Linguistic and Acoustic Representation Learning
por: Ilias, Loukas, et al.
Publicado: (2026) -
From Divergence to Consensus: Evaluating the Role of Large Language Models in Facilitating Agreement through Adaptive Strategies
por: Triantafyllopoulos, Loukas, et al.
Publicado: (2025)