1 The data sets are available for download at http://cogcomp.cs.illinois.edu/Data A local D2W approach disambiguates each mention m i separately.
let φ(m i , t j ) be a score function reflecting the likelihood that the candidate title t j ∈ W is the correct disambiguation for m i ∈ M .