One of the things we found out working on this project, is the problem of converting a word vector to a paragraph vector. Apparently there are many ways to do s

One of the things we found out working on this project, is the problem of converting a word vector to a paragraph vector. Apparently there are many ways to do so and each one yields different results based on the length of the text and content. We used a weighted average of the words based on their frequency in a corpus.