Improvements in Information Extraction in Legal Text by Active Learning.
Cristian CardellinoLaura Alonso AlemanySerena VillataElena CabrioPublished in: JURIX (2015)
Keyphrases
- information extraction
- active learning
- free text
- text mining
- textual data
- text documents
- information extraction systems
- unstructured text
- text processing
- natural language text
- information retrieval
- open domain
- web documents
- ontology based information extraction
- legal texts
- machine learning
- semi structured
- text retrieval
- linguistic patterns
- natural language processing
- learning strategies
- precision and recall
- random sampling
- text summarization
- structured data
- selective sampling
- text data
- active learning strategies
- text representation
- database
- learning algorithm
- keywords
- supervised learning
- legal reasoning
- question answering
- relation extraction
- named entities
- entity extraction
- textual information
- unstructured documents