A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media Streams

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Burdisso, Sergio G., Errecalde, Marcelo, Montes-y-Gómez, Manuel
Natura:	Preprint
Pubblicazione:	2019
Soggetti:	Computers and Society Computation and Language Information Retrieval Machine Learning Social and Information Networks
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences
di: Trotzek, Marcel, et al.
Pubblicazione: (2018)

MemeSense: An Adaptive In-Context Framework for Social Commonsense Driven Meme Moderation
di: Adak, Sayantan, et al.
Pubblicazione: (2025)

Improving Stance Detection by Leveraging Measurement Knowledge from Social Sciences: A Case Study of Dutch Political Tweets and Traditional Gender Role Division
di: Fang, Qixiang, et al.
Pubblicazione: (2022)

Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism
di: Gisserot-Boukhlef, Hippolyte, et al.
Pubblicazione: (2024)

Evolving Text Data Stream Mining
di: Kumar, Jay
Pubblicazione: (2024)

Don't Start Over: A Cost-Effective Framework for Migrating Personalized Prompts Between LLMs
di: Zhao, Ziyi, et al.
Pubblicazione: (2026)

MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering
di: Zhu, Zhengyuan, et al.
Pubblicazione: (2024)

Recommendation Fairness in Social Networks Over Time
di: Cao, Meng, et al.
Pubblicazione: (2024)

Can Large Language Models Detect Rumors on Social Media?
di: Liu, Qiang, et al.
Pubblicazione: (2024)

Text Clustering as Classification with LLMs
di: Huang, Chen, et al.
Pubblicazione: (2024)

Balancing Benefits and Risks: RL Approaches for Addiction-Aware Social Media Recommenders
di: Bolis, Luca, et al.
Pubblicazione: (2025)

A Survey of Stance Detection on Social Media: New Directions and Perspectives
di: Zhang, Bowen, et al.
Pubblicazione: (2024)

News Source Citing Patterns in AI Search Systems
di: Yang, Kai-Cheng
Pubblicazione: (2025)

Corpus-Based Approaches to Igbo Diacritic Restoration
di: Ezeani, Ignatius
Pubblicazione: (2026)

Signal in the Noise: Decoding the Reality of Airline Service Quality with Large Language Models
di: Dawoud, Ahmed, et al.
Pubblicazione: (2026)

Accuracy and Political Bias of News Source Credibility Ratings by Large Language Models
di: Yang, Kai-Cheng, et al.
Pubblicazione: (2023)

Interpretation Gaps in LLM-Assisted Comprehension of Privacy Documents
di: Dewri, Rinku
Pubblicazione: (2025)

GeoOutageKG: A Multimodal Geospatiotemporal Knowledge Graph for Multiresolution Power Outage Analysis
di: Frakes, Ethan, et al.
Pubblicazione: (2025)

NeuroLit Navigator: A Neurosymbolic Approach to Scholarly Article Searches for Systematic Reviews
di: Khandelwal, Vedant, et al.
Pubblicazione: (2025)

Large Language Models Require Curated Context for Reliable Political Fact-Checking -- Even with Reasoning and Web Search
di: DeVerna, Matthew R., et al.
Pubblicazione: (2025)

LLM-Generated Fake News Induces Truth Decay in News Ecosystem: A Case Study on Neural News Recommendation
di: Hu, Beizhe, et al.
Pubblicazione: (2025)

Unmasking the Reality of PII Masking Models: Performance Gaps and the Call for Accountability
di: Singh, Devansh, et al.
Pubblicazione: (2025)

Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy
di: Mandikal, Priyanka
Pubblicazione: (2024)

LLM-as-classifier: Semi-Supervised, Iterative Framework for Hierarchical Text Classification using Large Language Models
di: You, Doohee, et al.
Pubblicazione: (2025)

A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction
di: Li, Yinghao, et al.
Pubblicazione: (2024)

GORAG: Graph-based Online Retrieval Augmented Generation for Dynamic Few-shot Social Media Text Classification
di: Wang, Yubo, et al.
Pubblicazione: (2025)

Analysing the Public Discourse around OpenAI's Text-To-Video Model 'Sora' using Topic Modeling
di: Parikh, Vatsal Vinay
Pubblicazione: (2024)

Transit Pulse: Utilizing Social Media as a Source for Customer Feedback and Information Extraction with Large Language Model
di: Wang, Jiahao, et al.
Pubblicazione: (2024)

Extracting narrative signals from public discourse: a network-based approach
di: Pournaki, Armin, et al.
Pubblicazione: (2024)

Unmasking Superspreaders: Data-Driven Approaches for Identifying and Comparing Key Influencers of Conspiracy Theories on X.com
di: Kramer, Florian, et al.
Pubblicazione: (2026)

Credible, Unreliable or Leaked?: Evidence Verification for Enhanced Automated Fact-checking
di: Chrysidis, Zacharias, et al.
Pubblicazione: (2024)

Automating the Information Extraction from Semi-Structured Interview Transcripts
di: Parfenova, Angelina
Pubblicazione: (2024)

Suicide Phenotyping from Clinical Notes in Safety-Net Psychiatric Hospital Using Multi-Label Classification with Pre-Trained Language Models
di: Li, Zehan, et al.
Pubblicazione: (2024)

From Text to Context: An Entailment Approach for News Stakeholder Classification
di: Kuila, Alapan, et al.
Pubblicazione: (2024)

Leveraging Social Media Data and Artificial Intelligence for Improving Earthquake Response Efforts
di: Kopanov, Kalin, et al.
Pubblicazione: (2024)

SynDy: Synthetic Dynamic Dataset Generation Framework for Misinformation Tasks
di: Shliselberg, Michael, et al.
Pubblicazione: (2024)

Exploring Selective Retrieval-Augmentation for Long-Tail Legal Text Classification
di: Mao, Boheng
Pubblicazione: (2025)

Toward Effective Multi-Domain Rumor Detection in Social Networks Using Domain-Gated Mixture-of-Experts
di: Sheikhqoraei, Mohadeseh, et al.
Pubblicazione: (2026)

iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023
di: Patel, Jay, et al.
Pubblicazione: (2024)

ERank: Fusing Supervised Fine-Tuning and Reinforcement Learning for Effective and Efficient Text Reranking
di: Cai, Yuzheng, et al.
Pubblicazione: (2025)