Joint inference of entities, relations, and coreference.
Sameer SinghSebastian RiedelBrian MartinJiaping ZhengAndrew McCallumPublished in: AKBC@CIKM (2013)
Keyphrases
- joint inference
- entity resolution
- information extraction
- probabilistic model
- relational structures
- graphical models
- conditional random fields
- record linkage
- joint segmentation
- natural language understanding
- semantic role labeling
- named entities
- markov networks
- query processing
- link prediction
- data integration
- data cleaning
- bi directional
- semantic relations
- exact inference
- named entity recognition
- belief propagation
- semantic analysis
- machine translation
- variational inference
- higher order
- first order logic