InstaSynth: Opportunities and Challenges in Generating Synthetic Instagram Data with ChatGPT for Sponsored Content Detection.
Thales BertagliaLily HeisigRishabh KaushalAdriana IamnitchiPublished in: ICWSM (2024)
Keyphrases
- data sets
- original data
- raw data
- synthetic data
- data collection
- data structure
- data processing
- training data
- complex data
- small number
- input data
- lessons learned
- high dimensional data
- data quality
- image data
- database
- detection algorithm
- real world
- data repositories
- databases
- neural network
- multimedia data
- sensor data
- false positives
- statistical analysis
- computer systems
- data mining
- data management
- data points
- xml documents
- data analysis