(2) As reported by (de Cruys, 2014), the NNbased method performs very well on the pseudodisambiguation task.
(3) New York Times (NYT): The NYT (Sandhaus and Evan, 2008) dataset contains over 1.8 million news articles from the NYT throughout 20 years (1987 -2007).