Text Pipeline Creation and ML Model Development
Budget: $250 – $750 NZD
I'm seeking an expert who can help me create a pipeline for cleaning human-AI texts, specifically from academic papers. The individual will also develop a Machine Learning model to classify human versus AI text.
Key Tasks:
- Create a robust text cleaning pipeline.
- The pipeline should focus on correcting grammar and spelling errors, as well as normalizing case and formatting.
- Develop a Machine Learning model to classify texts as human or AI generated.
- Collect additional data points from a variety of sources.
Ideal Skills:
- Proficiency in machine learning and data processing.
- Experience with text cleaning and natural language processing.
- Ability to source and collect diverse data points.
- Knowledge of academic texts and their characteristics.
This project will be crucial in understanding the differences between human and AI generated academic papers, and will involve significant work with text cleaning and machine learning.
Key Tasks:
- Create a robust text cleaning pipeline.
- The pipeline should focus on correcting grammar and spelling errors, as well as normalizing case and formatting.
- Develop a Machine Learning model to classify texts as human or AI generated.
- Collect additional data points from a variety of sources.
Ideal Skills:
- Proficiency in machine learning and data processing.
- Experience with text cleaning and natural language processing.
- Ability to source and collect diverse data points.
- Knowledge of academic texts and their characteristics.
This project will be crucial in understanding the differences between human and AI generated academic papers, and will involve significant work with text cleaning and machine learning.