rafalposwiata / depression-detection-lt-edi-2022Links
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.
☆27Updated 2 years ago
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
Sorting:
- depression detection by using tweets☆28Updated 6 years ago
- Multimodal Meme Classification: Identifying Offensive Content in Image and Text☆71Updated 2 years ago
- Official Implementation for NYCU_TWD LT-EDI@ACL 2022☆21Updated 2 years ago
- Official source code for the paper: "It’s Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers"☆59Updated last year
- Multimodal sentiment analysis☆23Updated 2 years 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…☆20Updated 4 years ago
- The official implementation of "EmoBERTa: Speaker-Aware Emotion Recognition in Conversation with RoBERTa"☆98Updated last year
- Depression Detection Using Twitter Data - Group project for Udacity Private & Secure AI Project Showcase☆54Updated 2 years ago
- Multi-class sentiment analysis lstm, finetuned bert☆216Updated 5 years ago
- Dataset and code implementation for the paper "Decoding the Underlying Meaning of Multimodal Hateful Memes" (IJCAI'23).☆19Updated 2 years ago
- Source code for the paper "Text-based Depression Detection: What Triggers An Alert"☆50Updated 2 years ago
- Experiments for automated personality detection using Language Models and psycholinguistic features on various famous personality dataset…☆204Updated 7 months ago
- ☆41Updated 4 years ago
- A multimodal approach on emotion recognition using audio and text.☆183Updated 5 years ago
- Keyword extraction using Scake, KeyBERT, Fine-tuning Transformer BERT-like models and ChatGPT.☆12Updated 2 years ago
- Multi-modal Sarcasm Detection and Humor Classification in Code-mixed Conversations☆12Updated 4 years ago
- In this implementation, using the Flan T5 large language model, we performed the Text Classification task on the IMDB dataset and obtaine…☆21Updated 2 years ago
- BB-SVM model for automatic personality detection of the essays dataset (Big-Five personality labeled traits)☆34Updated 4 years ago
- This consists in using a variety of social networks data, including both images and texts, to detect early signs of depression.☆12Updated 2 years ago
- 💭 Fine-tune a Covid-19 Doctor-like chatbot with GPT2☆51Updated 4 years ago
- Deep Learning for Suicide and Depression Identification with Unsupervised Label Correction (ICANN 2021)☆65Updated 4 years ago
- This repository applies Deep Learning techniques for depression detection in text, using LSTM, GRU, BiLSTM, BERT models, and a baseline F…☆16Updated 2 years ago
- ☆11Updated 3 years ago
- Multi-modal Human Emotion Recognition of speech clips (audio + video) contained in RAVDESS dataset using a two stream architecture☆30Updated 2 years ago
- A notebook to understand the concept of Information Extraction using NLP techniques in Python.☆44Updated 4 years ago
- Multimodal datasets.☆30Updated last year
- Code Implementation of TDS Article "Semi-supervised Intent Classification with GAN-BERT"☆14Updated 5 years ago
- ☆37Updated 5 years ago
- Dataset for Emotion Recognition Research☆215Updated 2 years ago
- Multi Emotion Detection from COVID-19 Text using BERT☆19Updated last year