LucasASantos / ELMo

An example of word embeddings using ELMo on TensorFlow Hub.

Example of embeddings using ELMo on TensorFlow Hub

This repository is an example of word embeddings using ELMo (Embeddings from Language Models) on TensorFlow Hub.

The comparison_test module can calculate cosine similarity between given two sentences.

Usage

• In case of using exmaple.sh

sh example.sh

• In case of executing on your terminal

python comparison_test.py [sentence1] [sentence2]

Example

bash-3.2$ python comparison_test.py "people read the book" "the book people read"

[Cosine Similarity]
"people read the book" vs "the book people read"
ELMo: 0.83875865
NNLM: 1.0