Toward Reliable Ad-hoc Scientific Information Extraction: A Case Study on Two Materials Datasets.
Satanu GhoshNeal R. BrodnikCarolina FreyCollin HolgateTresa M. PollockSamantha H. DalySamuel CartonPublished in: CoRR (2024)
Keyphrases
- information extraction
- materials science
- text mining
- free text
- natural language processing
- case study
- test bed
- question answering
- information retrieval
- benchmark datasets
- precision and recall
- web mining
- relational learning
- named entity recognition
- data sets
- semi structured
- named entities
- cost effective
- artificial intelligence
- machine learning
- neural network
- database
- conditional random fields
- structured data
- action recognition
- training data
- science education
- relation extraction
- data extraction
- data analysis tasks