Podcast Dialogue Classification with GPT-3
Budget: ₹1,500 – ₹12,500 INR
I'm looking for a data scientist or machine learning expert to enhance a current implementation for sentiment analysis. The goal is to develop a classification system that can identify informal chat segments between podcast hosts using GPT-3.
Key Tasks:
- Fixing the existing implementation to work for zero-shot sentiment analysis
- Adapting the system to recognize casual conversations in podcasts
- Integrating comprehensive evaluation metrics and interpreting the results
The ideal freelancer for this project would be someone with a strong background in machine learning and natural language processing, specifically with large language models like GPT-3. Experience in working with podcast data and sentiment analysis is a big plus. Please note, the evaluation metrics will go beyond just precision and recall.
Key Tasks:
- Fixing the existing implementation to work for zero-shot sentiment analysis
- Adapting the system to recognize casual conversations in podcasts
- Integrating comprehensive evaluation metrics and interpreting the results
The ideal freelancer for this project would be someone with a strong background in machine learning and natural language processing, specifically with large language models like GPT-3. Experience in working with podcast data and sentiment analysis is a big plus. Please note, the evaluation metrics will go beyond just precision and recall.