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##+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ | |
## Created by: Hang Zhang, Rutgers University, Email: zhang.hang@rutgers.edu | |
## Modified by Thomas Wolf, HuggingFace Inc., Email: thomas@huggingface.co | |
## Copyright (c) 2017-2018 | |
## | |
## This source code is licensed under the MIT-style license found in the | |
## LICENSE file in the root directory of this source tree | |
##+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ | |
"""Encoding Data Parallel""" |
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import re | |
from typing import List | |
import spacy | |
from spacy.tokens import Doc | |
from tqdm import tqdm | |
class SpacyPreprocessor: | |
def __init__( |