AffectGPT
Emotion model
Develops an explainable multimodal emotion reasoning model that integrates multiple clues to generate comprehensive descriptions of emotions.
Explainable Multimodal Emotion Reasoning (EMER) and AffectGPT
119 stars
4 watching
8 forks
Language: Python
last commit: 7 months ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 huggingface/torchmoji | An open-source implementation of a deep learning model that analyzes sentiment and emotion in text using emojis | 918 |
 dantame/sentient | A sentiment analysis tool using a pre-defined word list to determine the emotional tone of text | 34 |
 bfelbo/deepmoji | A deep learning model for analyzing sentiment and emotion in text based on emojis. | 1,518 |
 kvignesh122/assetnewssentimentanalyzer | An application providing sentiment analysis tools for financial assets and securities using GPT models and Google search results | 115 |
 ethicalml/xai | An eXplainability toolbox for machine learning that enables data analysis and model evaluation to mitigate biases and improve performance | 1,125 |
 neu-datamining/pica | Develops an empathy-based conversational AI model for emotional support and coaching | 86 |
 mhausenblas/elsa | An Elastic Sentiment Analysis application using Apache Mesos and Spark to analyze public opinions on Twitter topics. | 35 |
 nzaillian/sentiment_lib | Provides a simple sentiment analysis tool with extensible analysis strategies | 14 |
 dinopuguh/gosentiwordnet | Analyze sentiment in text using a pre-defined lexicon of words with their associated emotional connotations. | 10 |
 ibm/max-text-sentiment-classifier | Detects sentiment in short pieces of text using a pre-trained BERT model fine-tuned on the IBM Claims Dataset. | 58 |
 uesteibar/veritaserum | A sentiment analysis tool based on text patterns and enhancements. | 83 |
 pimpfiction/govader_backend | An NLP microservice for analyzing the sentiment of user input | 6 |
 kevincobain2000/sentiment_classifier | A Python library for sentiment analysis using word sense disambiguation and machine learning algorithms. | 172 |
 jagerv3/sentiment_analysis_thai | Analyzes sentiment in Thai text using machine learning algorithms and natural language processing techniques. | 12 |
 baidu/senta | An open-source sentiment analysis system that provides pre-trained models and tools for text classification, aspect-level sentiment analysis, and opinion extraction. | 1,911 |