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Dual Fixed Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models

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Figure

Figure 1: (Left) 1st-order FOFE FNN-LM; (Center)2nd-order FOFE FNN-LM; (Right) 3rd-order FOFEFNN-LM.
Figure 2:(Left) 2nd-order Dual-FOFE FNN-LM;(Right) 3rd-order Dual-FOFE FNN-LM.
Table 1: Test PPL of various LMs on enwiki9.Architecture

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