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Depression Detection

Papers archive 2025-07-28

archive papers tagged: 157 · with a code link: 39 · where Syntology ran a sample: 1 (0 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1 of 157 tagged: 0 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 157 of 157, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Self-supervised representations in speech-based depression detection
  20 May 2023 0 repositories listed
• What Symptoms and How Long? An Interpretable AI Approach for Depression Detection in Social Media
  18 May 2023 0 repositories listed
• Dynamic Graph Representation Learning for Depression Screening with Transformer
  10 May 2023 0 repositories listed
• Read, Diagnose and Chat: Towards Explainable and Interactive LLMs-Augmented Depression Detection in Social Media
  9 May 2023 0 repositories listed
• Evaluation of ChatGPT for NLP-based Mental Health Applications
  28 Mar 2023 0 repositories listed
• Depression detection in social media posts using affective and social norm features
  24 Mar 2023 0 repositories listed
• Transfer Learning for Real-time Deployment of a Screening Tool for Depression Detection Using Actigraphy
  14 Mar 2023 0 repositories listed
• Depression Detection Using Digital Traces on Social Media: A Knowledge-aware Deep Learning Approach
  6 Mar 2023 0 repositories listed
• Handwriting and Drawing for Depression Detection: A Preliminary Study
  5 Feb 2023 0 repositories listed
• Machine Learning Algorithms for Depression Detection and Their Comparison
  9 Jan 2023 0 repositories listed
• Care for the Mind Amid Chronic Diseases: An Interpretable AI Approach Using IoT
  8 Nov 2022 0 repositories listed
• Deep Temporal Modelling of Clinical Depression through Social Media Text
  28 Oct 2022 0 repositories listed
• Hierarchical Attention Network for Explainable Depression Detection on Twitter Aided by Metaphor Concept Mappings
  15 Sep 2022 0 repositories listed
• Depression Symptoms Modelling from Social Media Text: A Semi-supervised Learning Approach
  6 Sep 2022 0 repositories listed
• SERCNN: Stacked Embedding Recurrent Convolutional Neural Network in Detecting Depression on Twitter
  29 Jul 2022 0 repositories listed
• Unsupervised Instance Discriminative Learning for Depression Detection from Speech Signals
  27 Jun 2022 0 repositories listed
• A Step Towards Preserving Speakers' Identity While Detecting Depression Via Speaker Disentanglement
  20 Jun 2022 0 repositories listed
• Leveraging Mental Health Forums for User-level Depression Detection on Social Media
  1 Jun 2022 0 repositories listed
• Neural Networks with Different Initialization Methods for Depression Detection
  10 May 2022 0 repositories listed
• SSN_MLRG3 @LT-EDI-ACL2022-Depression Detection System from Social Media Text using Transformer Models
  1 May 2022 0 repositories listed
• Climate and Weather: Inspecting Depression Detection via Emotion Recognition
  29 Apr 2022 0 repositories listed
• Facial Expression Analysis Using Decomposed Multiscale Spatiotemporal Networks
  21 Mar 2022 0 repositories listed
• Automatic Depression Detection via Learning and Fusing Features from Visual Cues
  1 Mar 2022 0 repositories listed
• Prediction of Depression Severity Based on the Prosodic and Semantic Features with Bidirectional LSTM and Time Distributed CNN
  25 Feb 2022 0 repositories listed
• FrAUG: A Frame Rate Based Data Augmentation Method for Depression Detection from Speech Signals
  11 Feb 2022 0 repositories listed
• Improving Mental Health Classifier Generalization with Pre-Diagnosis Data
  16 Jan 2022 0 repositories listed
• Data Augmentation for Depression Detection Using Skeleton-Based Gait Information
  4 Jan 2022 0 repositories listed
• Machine Learning Approach for Depression Detection in Japanese
  1 Nov 2021 0 repositories listed
• SERCNN: Stacked Embedding Recurrent Convolutional Neural Network in Depression Detection on Twitter
  29 Sep 2021 0 repositories listed
• Significance of Speaker Embeddings and Temporal Context for Depression Detection
  24 Jul 2021 0 repositories listed
• Interpreting Depression From Question-wise Long-term Video Recording of SDS Evaluation
  25 Jun 2021 0 repositories listed
• An Exploratory Analysis of the Relation Between Offensive Language and Mental Health
  31 May 2021 0 repositories listed
• Deep Learning for Depression Recognition with Audiovisual Cues: A Review
  27 May 2021 0 repositories listed
• DepressionNet: A Novel Summarization Boosted Deep Framework for Depression Detection on Social Media
  23 May 2021 0 repositories listed
• Social Behaviour Understanding using Deep Neural Networks: Development of Social Intelligence Systems
  20 May 2021 0 repositories listed
• Deep Bag-of-Sub-Emotions for Depression Detection in Social Media
  1 Mar 2021 0 repositories listed
• Deep Depression Prediction on Longitudinal Data via Joint Anomaly Ranking and Classification
  5 Dec 2020 0 repositories listed
• Multimodal Topic-Enriched Auxiliary Learning for Depression Detection
  1 Dec 2020 0 repositories listed
• A Novel Sentiment Analysis Engine for Preliminary Depression Status Estimation on Social Media
  29 Nov 2020 0 repositories listed
• Generalized Dilated CNN Models for Depression Detection Using Inverted Vocal Tract Variables
  13 Nov 2020 0 repositories listed
• Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework
  12 Nov 2020 0 repositories listed
• Detecting Early Onset of Depression from Social Media Text using Learned Confidence Scores
  3 Nov 2020 0 repositories listed
• A Multitask Deep Learning Approach for User Depression Detection on Sina Weibo
  26 Aug 2020 0 repositories listed
• Explainable Depression Detection with Multi-Modalities Using a Hybrid Deep Learning Model on Social Media
  3 Jul 2020 0 repositories listed
• Author2Vec: A Framework for Generating User Embedding
  17 Mar 2020 0 repositories listed
• Machine Learning-based Approach for Depression Detection in Twitter Using Content and Activity Features
  9 Mar 2020 0 repositories listed
• Depression Detection using Resting State Three-channel EEG Signal
  27 Feb 2020 0 repositories listed
• Automated speech-based screening of depression using deep convolutional neural networks
  2 Dec 2019 0 repositories listed
• Machine Learning Approaches for Detecting the Depression from Resting-State Electroencephalogram (EEG): A Review Study
  6 Sep 2019 0 repositories listed
• Detecting Depression in Social Media using Fine-Grained Emotions
  1 Jun 2019 0 repositories listed
• Feature Attention Network: Interpretable Depression Detection from Social Media
  1 Dec 2018 0 repositories listed
• Detecting Levels of Depression in Text Based on Metrics
  9 Jul 2018 0 repositories listed
• A Linguistically-Informed Fusion Approach for Multimodal Depression Detection
  1 Jun 2018 0 repositories listed
• Deep Learning for Depression Detection of Twitter Users
  1 Jun 2018 0 repositories listed
• Early Text Classification Using Multi-Resolution Concept Representations
  1 Jun 2018 0 repositories listed
• Topic Modeling Based Multi-modal Depression Detection
  28 Mar 2018 0 repositories listed
• A Cross-modal Review of Indicators for Depression Detection Systems
  1 Aug 2017 0 repositories listed