SQBC: Active Learning using LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions.
Stefan Sylvius WagnerMaike BehrendtMarc ZiegeleStefan HarmelingPublished in: CoRR (2024)
Keyphrases
- synthetic data
- active learning
- online learning
- real world
- data sets
- real image data
- pool based active learning
- real time
- batch mode
- detection method
- automatic detection
- false alarms
- learning strategies
- communication tools
- event detection
- mri data
- object detection
- e government
- detection algorithm
- training examples
- face detection
- detection accuracy
- real life
- social media
- automatically generated
- detection rate
- transfer learning
- multi class
- semi supervised
- supervised learning