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They are computed on top of two-layer Bidirectional Language Models (biLMs) with character convolutions, as a linear function of the internal network states.
import csv import tensorflow as tf import numpy as np from tensorflow.keras.preprocessing.text import Tokenizer from tensorflow.keras.preprocessing.sequence ...