NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing.
Tingting WuXiao DingMinji TangHao ZhangBing QinTing LiuPublished in: CoRR (2023)
Keyphrases
- real world
- natural language processing
- learning process
- learning algorithm
- learning systems
- supervised learning
- wide range
- active learning
- prior knowledge
- noisy data
- reinforcement learning
- training data
- machine learning
- data sets
- label noise
- learning tasks
- incremental learning
- mobile learning
- text processing
- synthetic data
- information extraction
- pairwise
- expert systems
- case study
- data mining
- neural network