Sentence Similarity model trained on Quora duplicate Question Pairs dataset Identify sentences that are similar in meaning. Given two sentences, this deep learning NLP model outputs their similarity estimate:
- 1 - two sentences are similar in meaning
- 0-two sentences are different
Can be used for problems where you need to determine if two sentences have the same semantic meaning
- Identify duplicate post such as similar questions on stackoverflow, quora etc.
- FAQbot - mapping user request to a database of FAQs and returning the correspondning FAQ answer.