A Latent Variable Model for Discourse-aware Concept and Entity Disambiguation
Angela Fahrni, Michael Strube · 2014
This paper takes a discourse-oriented perspective for disambiguating common and proper noun mentions with respect to Wikipedia. Our novel approach models the relationship between disambiguation and aspects of cohesion using Markov Logic Networks with latent variables. Considering cohesive aspects consistently improves the disambiguation results on various commonly used data sets.