Quantifying the advantage of domain-specific pre-training on named entity recognition tasks in materials science.
Amalie TrewarthaNicholas WalkerHaoyan HuoSanghoon LeeKevin CruseJohn DagdelenAlexander DunnKristin A. PerssonGerbrand CederAnubhav JainPublished in: Patterns (2022)
Keyphrases
- named entities
- domain specific
- materials science
- relation extraction
- named entity recognition
- information extraction
- named entity extraction
- co occurrence
- question answering
- natural language processing
- text mining
- annotated corpus
- general purpose
- scientific data
- noun phrases
- training set
- information technology
- decision trees
- databases
- proper names
- database