I was trying to use this project :
https://github.com/UKPLab/sentence-transformers
for embedding non english sentences, the language is not a human speaking language, its machine language (x86)
but the problem is i cannot find a simple example where it shows how can i embed sentences using a custom dataset without any labels or similarity values of the sentences.
basically i have an array of sentences lists without any labels for sentences or similarity values for them, and i want to embed them into vectors in a way that it preserves the semantic of the sentence the best way possible, so far i have used word2vec and doc2vec using gensim library so i wanted to try this method to see if its any better?