GNNer: Reducing Overlapping in Span-based NER Using Graph Neural Networks.
Urchade ZaratianaNadi TomehPierre HolatThierry CharnoisPublished in: ACL (student) (2022)
Keyphrases
- neural network
- named entity recognition
- information extraction
- pattern recognition
- maximum entropy
- named entities
- graph theory
- text summarization
- overlapping communities
- structured data
- random walk
- graph representation
- natural language processing
- artificial neural networks
- fuzzy logic
- communities in social networks
- chinese named entity recognition
- neural network model
- graph model
- graph structure
- weighted graph
- genetic algorithm
- neural nets
- conditional random fields
- self organizing maps
- recurrent neural networks
- multilayer perceptron
- graph matching
- graph partitioning
- activation function
- directed graph
- graph theoretic
- random graphs
- back propagation