Knowledge Base Unification via Sense Embeddings and Disambiguation

@inproceedings{Bovi2015KnowledgeBU,
  title={Knowledge Base Unification via Sense Embeddings and Disambiguation},
  author={Claudio Delli Bovi and Luis Espinosa Anke and Roberto Navigli},
  booktitle={EMNLP},
  year={2015}
}
We present KB-UNIFY, a novel approach for integrating the output of different Open Information Extraction systems into a single unified and fully disambiguated knowledge repository. KB-UNIFY consists of three main steps: (1) disambiguation of relation argument pairs via a sensebased vector representation and a large unified sense inventory; (2) ranking of semantic relations according to their degree of specificity; (3) cross-resource relation alignment and merging based on the semantic… CONTINUE READING
Highly Cited
This paper has 22 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
SHOWING 1-10 OF 13 CITATIONS

References

Publications referenced by this paper.
SHOWING 1-10 OF 30 REFERENCES

Similar Papers

Loading similar papers…