MatSciRE: Leveraging Pointer Networks to Automate Entity and Relation Extraction for Material Science Knowledge-base Construction.
Ankan MullickAkash GhoshG. Sai ChaitanyaSamir GhuiTapas NayakSeung-Cheol LeeSatadeep BhattacharjeePawan GoyalPublished in: CoRR (2024)
Keyphrases
- relation extraction
- knowledge base
- named entities
- coreference resolution
- named entity disambiguation
- entity extraction
- information extraction
- automatic extraction
- named entity recognizer
- domain specific
- semantic relations
- dependency tree
- question answering
- named entity recognition
- semantic features
- dependency trees
- broad coverage
- semantic role labeling
- expert systems
- tree kernels
- natural language processing
- knowledge acquisition
- co occurrence
- reference resolution
- knowledge sources
- wordnet
- parse tree
- machine learning
- text documents
- image classification
- semi supervised
- hidden markov models
- high level
- information retrieval