SoftLexicon encodes all dictionary words matching each Chinese character into four position sets with frequency-weighted pooling, improving Chinese NER F1 and cutting inference time by up to 6.15x versus Lattice-LSTM.
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Simplify the Usage of Lexicon in Chinese NER
SoftLexicon encodes all dictionary words matching each Chinese character into four position sets with frequency-weighted pooling, improving Chinese NER F1 and cutting inference time by up to 6.15x versus Lattice-LSTM.