NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition.
Elena MerdjanovskaAnsar AynetdinovAlan AkbikPublished in: CoRR (2024)
Keyphrases
- named entity recognition
- information extraction
- named entities
- natural language processing
- label noise
- conditional random fields
- semi supervised
- text summarization
- annotated corpus
- maximum entropy
- relation extraction
- active learning
- information retrieval
- maximum entropy classifier
- expectation maximization
- co occurrence
- image processing
- artificial intelligence