I have a dataset of companies and research projects that they were involved in. A subset of the dataset is shown below.
I am trying to find a way to model similarity between the company and the research projects using this description.
For each pair of descriptions, I would like to output a number, similar to cosine similarity, which will indicate how similar the description in second column is, to the project title in third column.
How can I go about this?
Thanks in advance!