It’s now been a year since DeepMoji was released and we’re trying to understand how it’s being used such that we can make improvements and provide you with better models in the future.
Take an example, “This is shit” means Its bad and you don’t like it. “This is the shit” means It’s awesome and you love it! One word, “The” can change the meaning of the entire sentence. There are many slang words and edge cases to handle when dealing with artificial emotional intelligence.
This is when DeepMoji comes into the picture! DeepMoji is a pre-trained machine learning model which is open sourced and available for every one to use including companies.
Open source models
Keras pre-trainer model of DeepMoji – https://github.com/bfelbo/DeepMoji
PyTorch implementation of DeepMoji – https://github.com/huggingface/torchMoji