How Beneficial Is Pretraining on a Narrow Domain-Specific Corpus for Information Extraction about Photocatalytic Water Splitting?
Taketomo IsazawaJacqueline M. ColePublished in: J. Chem. Inf. Model. (2024)
Keyphrases
- information extraction
- domain specific
- relation extraction
- open domain
- manually annotated
- information extraction systems
- specific domains
- natural language text
- entity extraction
- domain independent
- linguistic patterns
- general purpose
- named entity recognition
- named entities
- precision and recall
- coreference resolution
- text mining
- natural language processing
- free text
- machine translation
- machine learning
- question answering
- textual data
- text documents
- structured data
- web documents
- information retrieval
- extraction patterns
- ontology based information extraction
- water resources
- semi structured
- extraction rules
- text processing
- relational learning
- domain experts
- supervised machine learning
- water supply
- text corpus
- extracting meaningful
- semantic tagging