Modelling the semantics of text in complex document layouts using graph transformer networks.
Thomas Roland BarillotJacob SaksPolena LilyanovaEdward TorgasYachen HuYuanqing LiuVarun BalupuriPaul GaskellPublished in: CoRR (2022)
Keyphrases
- semantic information
- information retrieval
- text documents
- complex systems
- document analysis
- keywords
- textual content
- text content
- web documents
- scientific documents
- digital documents
- text mining
- social networks
- scientific papers
- document content
- text clustering
- random walk
- document structure
- text retrieval
- relational structures
- semantic structure
- structured data
- document processing
- formal semantics
- latent semantic analysis
- text summarization
- graph theory
- directed graph
- document clustering
- fuzzy logic
- logic programming
- wordnet
- graph properties
- document collections
- document corpus
- graph structures
- textual documents
- document images
- complex networks
- small world
- graphical representation
- text collections
- vector space model
- graph structure
- bipartite graph