Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification.
Zhijian LiStefan LarsonKevin LeachPublished in: LREC/COLING (2024)
Keyphrases
- data sets
- data processing
- database
- high quality
- feature extraction
- data analysis
- synthetic data
- data collection
- data structure
- classification accuracy
- small number
- machine learning
- raw data
- support vector
- pattern recognition
- training data
- clustering algorithm
- learning algorithm
- data distribution
- positive and negative
- original data
- data objects
- log data