Using GPT for Qualitative Analysis
A new topic we are investigating with my company is Topic Generation and Classification. This is an extensive experimentation process on Topic Modelling and GPT-3.5/4 for qualitative analysis. I first start with topic modelling, how well can we actually describe topics using a simple BERTopic model, which currently is the state of the art model. We then investigate how strong this model actually is compared to our human experts. After discussing the weaknesses and strengths of this approach, we go ahead and investigate how GPT can help us improve this performence....