A Comprehensive Study on NLP Data Augmentation for Hate Speech Detection: Legacy Methods, BERT, and LLMs.
Md Saroar JahanMourad OussalahDjamila Romaissa BeddiarJhuma Kabir MimNabil ArhabPublished in: CoRR (2024)
Keyphrases
- missing values
- synthetic data
- data collection
- data sets
- data analysis
- data mining methods
- database
- high quality
- training data
- human experts
- image data
- data mining techniques
- data processing
- data mining applications
- statistical methods
- high dimensional data
- statistical analysis
- data points
- data structure
- input data
- natural language processing
- knowledge discovery
- data sources
- noisy data
- data quality
- preprocessing
- statistical tests
- multiple sources