PyTorch-IE: Fast and Reproducible Prototyping for Information Extraction.
Arne BinderLeonhard HennigChristoph AltPublished in: CoRR (2024)
Keyphrases
- information extraction
- natural language processing
- text mining
- named entity recognition
- named entities
- free text
- precision and recall
- web documents
- semantic tagging
- information retrieval
- question answering
- development process
- conditional random fields
- semi structured
- open domain
- text documents
- rapid prototyping
- ontology based information extraction
- structured data
- machine learning
- relation extraction
- textual data
- real world
- information extraction systems
- information systems
- data extraction
- text processing
- relational learning
- word sense disambiguation
- metadata
- bayesian networks
- data structure
- natural language
- data analysis
- machine translation
- data mining
- hidden markov models