A Fixed-Size Encoding Method for Variable-Length Sequences with its Application to Neural Network Language Models

Shiliang Zhang, Hui Jiang, Mingbin Xu +2

In this paper, we propose the new fixed-size ordinally-forgetting encoding (FOFE) method, which can almost uniquely encode any variable-length sequence of words into a fixed-size r…