Unlocking Science: Novel Dataset and Benchmark for Cross-Modality Scientific Information Extraction.
Yuhan LiJian WuZhiwei YuBörje F. KarlssonWei ShenManabu OkumuraChin-Yew LinPublished in: CoRR (2023)
Keyphrases
- information extraction
- science learning
- scientific knowledge
- science education
- computational science
- artificial intelligence
- scientific inquiry
- natural language processing
- semi structured
- benchmark datasets
- scientific communities
- text mining
- machine learning
- scientific data
- scientific discovery
- free text
- real world
- named entities
- precision and recall
- named entity recognition
- information retrieval
- open domain
- science classroom
- web documents
- ontology based information extraction
- database
- scientific data management
- data mining
- computer science
- earth science
- elementary school
- text processing
- student learning
- conceptual change
- conditional random fields
- relational learning
- science instruction
- machine translation
- web mining