Noise Reduction in Distant Supervision for Relation Extraction Using Probabilistic Soft Logic.
Birgit KirschZamira NiyazovaMichael MockStefan RüpingPublished in: PKDD/ECML Workshops (2) (2019)
Keyphrases
- noise reduction
- relation extraction
- automatic extraction
- information extraction
- signal to noise ratio
- named entities
- semantic relations
- semantic role labeling
- edge detection
- domain specific
- noisy environments
- dependency trees
- named entity recognition
- semantic features
- question answering
- broad coverage
- probabilistic model
- generative model
- bayesian networks
- co occurrence
- tree kernels
- image segmentation
- named entity recognizer
- information retrieval
- natural language processing
- feature space
- object recognition
- artificial intelligence