Facebook's InferSent Implemetation and Improvement using Keras framework
This is a Supervised algorithm of learning sentence representations, which has a hugely faster training time and comparable performance compared to unsupervised methods such as Skip-Thoughts and also capability of transferring to other non-sentiment based NLP tasks.
Best Performing model is ESIM-FastText There is no significant difference between using Glove or FastText Embeddings The Proposed ESIM-FastText outperforms original model by 2.24%
Taha Samavati - Analysis of final results