This is my accepted long paper Entity Linking in Web Tables with Multiple Linked Knowledge Bases in proceedings of the 6th Joint International Semantic Technology Conference (JIST 2016). [PDF]

Fig: An Example of Constructed Entity Disambiguation Graph

Paper: [PDF]

Code: [JIST2016]

Corrections:

In section 3.1 (c), there are a few mistakes about the definition of $A_{ij}$.

Actually I find out that “Aij = Aji” does not apply to all circumstances.

Now I give the new definition of $A_{ij}$ as

where $SR_{em}(i)​$ is the mention-entity semantic relatedness between an entity node i and its only adjacent mention node.

Besides, in Iterative Probability Propagation, damping factor = 0.5 seems to make it easier to reach the convergence.