I beg to differ: how disagreement is handled in the annotation of legal machine learning data sets.
Daniel BraunPublished in: Artif. Intell. Law (2024)
Keyphrases
- machine learning
- data sets
- active learning
- feature engineering
- machine learning algorithms
- pattern recognition
- real world data sets
- learning algorithm
- training set
- legal information retrieval
- benchmark data sets
- semantic annotation
- high dimensional data
- text mining
- artificial intelligence
- computational biology
- synthetic data
- data mining
- decision trees
- text classification
- knowledge acquisition
- data analysis
- legal information
- case law
- semi supervised
- knowledge discovery
- training data
- feature selection
- neural network
- manual annotation
- automatic annotation
- machine learning approaches
- database
- inductive logic programming
- computer vision
- machine learning methods
- metadata
- semi supervised learning
- labeled data
- model selection
- natural language processing
- supervised learning
- high dimensional