BouzidiImen / Social_media_Prediction_depression
This consists in using a variety of social networks data, including both images and texts, to detect early signs of depression.
☆10Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Social_media_Prediction_depression
- depression detection by using tweets☆23Updated 5 years ago
- Official source code for the paper: "It’s Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers"☆46Updated 10 months ago
- Source code for the paper "Text-based Depression Detection: What Triggers An Alert"☆45Updated last year
- This repository contains the code of our winning solution for the Shared Task on Detecting Signs of Depression from Social Media Text at …☆23Updated last year
- Python code for Depression Detection using variuos machine learning algorithms and Twitter dataset for detecting depression from sentimen…☆21Updated 3 years ago
- Multimodal Meme Classification: Identifying Offensive Content in Image and Text☆66Updated last year
- ☆57Updated 3 years ago
- DepressionEmo: A novel dataset for multilabel classification of depression emotions☆20Updated 7 months ago
- Multi-modal Sarcasm Detection and Humor Classification in Code-mixed Conversations☆10Updated 3 years ago
- Official PyTorch implementation of Multilogue-Net (Best paper runner-up at Challenge-HML @ ACL 2020)☆57Updated last year
- Official Implementation for NYCU_TWD LT-EDI@ACL 2022☆18Updated last year
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆107Updated 4 years ago
- The official implementation of "EmoBERTa: Speaker-Aware Emotion Recognition in Conversation with RoBERTa"☆88Updated 9 months ago
- Detecting depression in a conversation using Convolutional Neral Network☆65Updated 3 years ago
- Identifying depression based on texts☆43Updated 6 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆114Updated 3 years ago
- This is the code for the Paper "Guilherme L. Toledo, Ricardo M. Marcacini: Transfer Learning with Joint Fine-Tuning for Multimodal Sentim…☆15Updated 2 years ago
- Source code for paper Multi-Task Learning for Depression Detection in Dialogs (SIGDial 2022)☆10Updated last year
- Baseline model for multimodal classification based on images and text. Text representation obtained from pretrained BERT base model and i…☆38Updated 2 years ago
- Code for "Emotion-Infused Models for Explainable Psychological Stress Detect" at NAACL 2021☆8Updated 3 years ago
- 多模态虚假新闻检测挑战赛第一名☆13Updated 4 years ago
- Official source code for the paper: "Reading Between the Frames Multi-Modal Non-Verbal Depression Detection in Videos"☆46Updated 6 months ago
- [ICASSP'23] This repo contains code for the Demux & MEmo emotion recognition models (https://arxiv.org/abs/2210.15842), as well as code t…☆20Updated 10 months ago
- Dataset for "Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution" in IJCAI 17☆23Updated last year
- Deep-learning system presented in "EmoSence at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textua…☆27Updated 5 years ago
- ☆23Updated 2 years ago
- This paper list is about multimodal sentiment analysis.☆31Updated 2 years ago
- Source code for ACL-IJCNLP 2021 paper "DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations"☆59Updated last year
- ☆10Updated last year