Sentence Similarity with TensorFlow.js Sentence Encoder

Extract embeddings and group sentences with universal sentence encoder package from TensorFlow.js.
Sentence Similarity with TensorFlow.js Sentence Encoder

Have you wondered how search engines understand your queries and match the relevant results? How chatbot extract your intent from your questions and provide the most appropriate response?

Universal Sentence Encoder (Cer et al., 2018) is a language model that encodes text into fixed-length embeddings. It aims to convert sentences into semantically-meaningful dense real-valued vectors [read more].

Try the demo with your own list of sentences.

Demo

Input sentences separate by break line
Separate sentences by break line
Sentences with similarity score higher than threshold are grouped together

Grouping Results