Keyphrases are words or short phrases that best describe a given input text document. The project uses BERT as a sentence embedder to better understand the context in a given sentence. The project makes use of cosine similarity to find the similarity between the document embedding and phrase embedding of each of the candidate phrases and rank them accordingly.