MAX-Text-Sentiment-Classifier
Sentiment detector
Detects sentiment in short pieces of text using a pre-trained BERT model fine-tuned on the IBM Claims Dataset.
Detect the sentiment captured in short pieces of text
58 stars
20 watching
31 forks
Language: Python
last commit: over 1 year ago
Linked from 1 awesome list
docker-imageibmmachine-learningmachine-learning-modelsnatural-language-processingnatural-language-understandingnlpsentimenttensorflow
victorshinya/awesome-ibmcloudRelated projects:
| Repository | Description | Stars |
|---|---|---|
 kevincobain2000/sentiment_classifier | A Python library for sentiment analysis using word sense disambiguation and machine learning algorithms. | 172 |
 nvidia/sentiment-discovery | Large-scale unsupervised language modeling for robust sentiment classification and related NLP tasks | 1,061 |
 neuro-inc/ml-recipe-hier-attention | An implementation of a neural network architecture for sentiment classification using hierarchical attention mechanisms. | 2 |
 barissayil/sentimentanalysis | A sentiment analysis tool trained on the Stanford Sentiment Treebank using various neural network architectures. | 367 |
| ibm/max-text-summarizer | Provides a pre-trained text summarization model that can be deployed as a web service in a Docker container | 27 |
 haoopeng/cnn-yelp-challenge-2016-sentiment-classification | This repository trains a Convolutional Neural Network to classify customer reviews based on their sentiment. | 109 |
| ibm/max-news-text-generator | Generates English-language text similar to news articles using machine learning and natural language processing techniques. | 26 |
| ibm/max-speech-to-text-converter | Converts spoken words into text form using speech recognition technology | 76 |
| ibm/max-audio-classifier | Identifies sounds in short audio clips using machine learning and PCA transformation | 154 |
| ibm/max-object-detector | A tool for detecting objects in images using deep learning models | 290 |
 jagerv3/sentiment_analysis_thai | Analyzes sentiment in Thai text using machine learning algorithms and natural language processing techniques. | 12 |
| ibm/max-review-text-generator | Generates English-language text similar to Yelp reviews using a Char-RNN model | 17 |
| ibm/max-scene-classifier | An image classification model for recognizing physical places and locations | 41 |
 sergioburdisso/pyss3 | A Python package implementing an interpretable machine learning model for text classification with visualization tools | 336 |
 bfelbo/deepmoji | A deep learning model for analyzing sentiment and emotion in text based on emojis. | 1,525 |