Categorize reviews
First, you will find in this section some docs about classifying reviews into categories (themes or user reviews) directly by a classifier model.
Then, we abandoned this idea and tried another method. This new method is made in 2 steps: first, we create categories using a LLM, and then we try to assign these categories to each review thanks to semantic search. This method gave better results in our case.
ποΈ Create categories only
5 items
ποΈ Assign reviews to categories
11 items
ποΈ Category fracking
Finding clusters automatically from reviews is tough because:
ποΈ Classifying feedback into categories
Given a set of interviews / reviews / user feedback, you'd like to classify the
ποΈ PCA before classification
Question: Does PCA help us classify interviews ?