import { Grid } from "@mui/material"; export default function Intro() { return (<>

Introduction

This is a simple web application that compares the similarity of two words using their word embeddings. Word embeddings are numerical representations of words that capture their meanings. This application uses the pre-trained word embeddings from the GloVe model, which is a popular word embedding model. The similarity between two words is computed as the cosine similarity between their word embeddings. The cosine similarity ranges from -1 to 1, where 1 indicates that the two words are similar, 0 indicates that they are orthogonal, and -1 indicates that they are dissimilar. You can enter two words in the input fields below and click the "Compare Embedding" button to see the similarity between them.

); }