GenIE: Generative Information Extraction.
Martin JosifoskiNicola De CaoMaxime PeyrardFabio PetroniRobert WestPublished in: NAACL-HLT (2022)
Keyphrases
- information extraction
- generative model
- precision and recall
- natural language processing
- text mining
- semi structured
- information retrieval
- machine learning
- named entities
- open domain
- machine translation
- question answering
- free text
- semantic tagging
- named entity recognition
- relation extraction
- textual data
- structured data
- unsupervised learning
- conditional random fields
- discriminative learning
- text summarization
- web mining
- text processing
- extracting meaningful
- natural language
- natural language text
- ontology based information extraction
- database
- relational learning
- data driven
- word sense disambiguation
- web documents
- maximum likelihood
- information extraction systems
- co occurrence
- probabilistic model
- data mining