Toward Reliable Ad-hoc Scientific Information Extraction: A Case Study on Two Materials Dataset.
Satanu GhoshNeal R. BrodnikCarolina FreyCollin HolgateTresa M. PollockSamantha H. DalySamuel CartonPublished in: ACL (Findings) (2024)
Keyphrases
- information extraction
- materials science
- precision and recall
- case study
- natural language processing
- free text
- benchmark datasets
- scientific data
- question answering
- structured data
- web documents
- semi structured
- synthetic datasets
- text mining
- artificial intelligence
- data mining
- semantic tagging
- relation extraction
- web mining
- domain specific
- learning materials
- word sense disambiguation
- named entity recognition
- text documents
- conditional random fields
- textual data
- science learning
- machine learning
- database