rafalposwiata / depression-detection-lt-edi-2022
This repository contains the code of our winning solution for the Shared Task on Detecting Signs of Depression from Social Media Text at LT-EDI-ACL2022.
☆22Updated last year
Alternatives and similar repositories for depression-detection-lt-edi-2022:
Users that are interested in depression-detection-lt-edi-2022 are comparing it to the libraries listed below
- Official Implementation for NYCU_TWD LT-EDI@ACL 2022☆18Updated last year
- depression detection by using tweets☆24Updated 5 years ago
- Official source code for the paper: "It’s Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers"☆50Updated last year
- DepressionEmo: A novel dataset for multilabel classification of depression emotions☆24Updated 9 months ago
- Depression is one of the most common mental disorders with millions of people suffering from it.It has been found to have an impact on t…☆19Updated 4 years ago
- Source code for the paper "Text-based Depression Detection: What Triggers An Alert"☆45Updated last year
- Detecting Anxiety and Depression using facial emotion recognition and speech emotion recognition. Written in pythonPython☆55Updated 3 years ago
- This consists in using a variety of social networks data, including both images and texts, to detect early signs of depression.☆10Updated last year
- Multi-modal Sarcasm Detection and Humor Classification in Code-mixed Conversations☆10Updated 3 years ago
- ☆10Updated 2 years ago
- Multimodal Meme Classification: Identifying Offensive Content in Image and Text☆69Updated 2 years ago
- Deep Learning for Suicide and Depression Identification with Unsupervised Label Correction (ICANN 2021)☆64Updated 3 years ago
- Data for "Early Identification of Depression Severity Levels on Reddit Using Ordinal Classification" paper accepted at The Web Conference…☆13Updated 2 years ago
- depression detection on sina weibo using multivariate time series data☆10Updated last year
- ☆20Updated 5 months ago
- ☆24Updated 2 years ago
- Speech-based diagnosis of depression☆26Updated 3 years ago
- Code for "Emotion-Infused Models for Explainable Psychological Stress Detect" at NAACL 2021☆8Updated 3 years ago
- Deep learning model of depression detection from activity sensor data☆13Updated 3 years ago
- Multi Emotion Detection from COVID-19 Text using BERT☆20Updated 5 months ago
- Detecting depressed Patient based on Speech Activity, Pauses in Speech and Using Deep learning Approach☆18Updated 2 years ago
- Python code for Depression Detection using variuos machine learning algorithms and Twitter dataset for detecting depression from sentimen…☆21Updated 3 years ago
- Identifying depression based on texts☆44Updated 6 years ago
- Comparing Selective Masking Methods for Depression Detection in Social Media☆12Updated last year
- Dataset for "Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution" in IJCAI 17☆23Updated last year
- The official implementation of "EmoBERTa: Speaker-Aware Emotion Recognition in Conversation with RoBERTa"☆91Updated 11 months ago
- Detecting depression in a conversation using Convolutional Neral Network☆66Updated 3 years ago
- Depression Detection Using Twitter Data - Group project for Udacity Private & Secure AI Project Showcase☆47Updated last year
- ML Model using NLP and Sentiment Analysis.☆10Updated last year