ResearchBenchmarksLanguage Modeling on Xinhua News (test)Language Modeling on Xinhua News (test)Follow30.42PPL (All)Pointer30.313631.031831.7532.4682Nov 5, 2016Evaluation resultsMethodMethodLinksPPL (All)PPL (Entity)PPL (Word)Pointerinitialization=LM weightsinitialization=LM weights2016.1130.4228.5630.66Pointerinitialization=randominitialization=random2016.1132.6232.0732.69LM2016.1133.0843.8632.1