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Found 5 papers, 1 papers with code
Noise in Relation Classification Dataset TACRED: Characterization and Reduction
Towards the first objective, we analyze predictions and performance of state-of-the-art (SOTA) models to identify the root cause of noise in the dataset.
Budget Sensitive Reannotation of Noisy Relation Classification Data Using Label Hierarchy
The immediate follow-up problem is: Given a specific reannotation budget, which subset of the data should we reannotate?
Document Structure aware Relational Graph Convolutional Networks for Ontology Population
Ontologies comprising of concepts, their attributes, and relationships are used in many knowledge based AI systems.
A Neural Architecture for Person Ontology population
A person ontology comprising concepts, attributes and relationships of people has a number of applications in data protection, didentification, population of knowledge graphs for business intelligence and fraud prevention.
Taxonomical hierarchy of canonicalized relations from multiple Knowledge Bases
Further, to address the second question, we canonicalize, filter, and combine the identified relations from the three resources to construct a taxonomical hierarchy.
