ResearchBenchmarksLanguage Modeling on Xinhua News (val)Language Modeling on Xinhua News (val)Follow30.43PPL (All)Pointer30.32431.039531.75532.4705Nov 5, 2016Evaluation resultsMethodMethodLinksPPL (All)PPL (Entity)PPL (Word)Pointerinitialization=LM weightsinitialization=LM weights2016.1130.4328.5630.63Pointerinitialization=randominitialization=random2016.1132.5732.0732.62LM2016.1133.0844.5232.04