# -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-02-07 20:45
from bertsota.parser.dep_parser import SDPParser
parser = SDPParser()
save_dir = 'data/model/text-noword3'
parser.train(train_file='data/SemEval-2016/text.train.conllu',
dev_file='data/SemEval-2016/text.valid.conllu',
save_dir=save_dir,
bert_path=[
'data/embedding/bert_base_sum/text.train.bert',
'data/embedding/bert_base_sum/text.valid.bert'
],
root='root')
parser.load(save_dir)
parser.evaluate('data/SemEval-2016/text.test.conllu',
save_dir,
bert_path='data/embedding/bert_base_sum/text.test.bert',
chinese=True)
# coding: utf-8
import pickle
from bertsota.common.data import ParserVocabulary, DataLoader
from bertsota.common.utils import init_logger
from bertsota.parser.dep_parser import SDPParser
if __name__ == '__main__':
save_dir = 'data/model/bert-dm-noword3'
parser = SDPParser()
parser.train(train_file='data/semeval15/en.dm.train.conllu',
dev_file='data/semeval15/en.dm.dev.conllu',
save_dir=save_dir,
bert_path=['data/embedding/bert_base_sum/en.train.bert',
'data/embedding/bert_base_sum/en.dev.bert'])
parser.load(save_dir)
logger = init_logger(save_dir, 'test.log')
parser.evaluate(test_file='data/semeval15/en.id.dm.conllu', save_dir=save_dir,
bert_path='data/embedding/bert_base_sum/en.id.bert', logger=logger, debug=True)
parser.evaluate(test_file='data/semeval15/en.ood.dm.conllu', save_dir=save_dir,
bert_path='data/embedding/bert_base_sum/en.ood.bert', logger=logger, debug=True)
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from bertsota.parser.dep_parser import SDPParser
if __name__ == '__main__':
save_dir = 'data/model/fasttext-dm'
parser = SDPParser()
# parser.train(train_file='data/semeval15/en.dm.train.conllu',
# dev_file='data/semeval15/en.dm.dev.conllu',
# learning_rate=1e-3,
# # train_iters=100000,
# save_dir=save_dir,
# pretrained_embeddings_file='data/embedding/fasttext.100d.txt')
parser.load(save_dir)
parser.evaluate(test_file='data/semeval15/en.id.dm.conllu', save_dir=save_dir,
num_buckets_test=10)
# coding: utf-8
import pickle
from bertsota.common.data import ParserVocabulary, DataLoader
from bertsota.common.utils import init_logger
from bertsota.parser.dep_parser import SDPParser
if __name__ == '__main__':
save_dir = 'data/model/cz-noword2'
parser = SDPParser()
parser.train(train_file='data/semeval15/cz.pas.train.conllu',
dev_file='data/semeval15/cz.pas.dev.conllu',
save_dir=save_dir,
bert_path=[
'data/embedding/bert_base_sum/cz.pas.train.bert',
'data/embedding/bert_base_sum/cz.pas.dev.bert'
])
parser.load(save_dir)
logger = init_logger(save_dir, 'test.log')
parser.evaluate(test_file='data/semeval15/cz.id.pas.conllu',
save_dir=save_dir,
bert_path='data/embedding/bert_base_sum/cz.id.pas.bert',
logger=logger)
# coding: utf-8
from bertsota.common.utils import init_logger
from bertsota.parser.dep_parser import SDPParser
if __name__ == '__main__':
save_dir = 'data/model/psd'
parser = SDPParser()
parser.train(
train_file='data/semeval15/en.psd.train.conllu',
dev_file='data/semeval15/en.psd.dev.conllu',
save_dir=save_dir,
pretrained_embeddings_file='data/embedding/glove.6B.100d.shrinked.txt')
parser.load(save_dir)
logger = init_logger(save_dir, 'test.log')
parser.evaluate(test_file='data/semeval15/en.id.psd.conllu',
save_dir=save_dir,
logger=logger,
debug=True)
parser.evaluate(test_file='data/semeval15/en.ood.psd.conllu',
save_dir=save_dir,
logger=logger,
debug=True)
# coding: utf-8
from bertsota.common.utils import init_logger
from bertsota.parser.dep_parser import SDPParser
if __name__ == '__main__':
save_dir = 'data/model/pas'
parser = SDPParser()
# parser.train(train_file='data/semeval15/en.pas.train.conllu',
# dev_file='data/semeval15/en.pas.dev.conllu',
# save_dir=save_dir,
# pretrained_embeddings_file='data/embedding/glove.6B.100d.shrinked.txt')
parser.load(save_dir)
logger = init_logger(save_dir, 'test.log')
parser.evaluate(test_file='data/semeval15/en.id.pas.conllu', save_dir=save_dir, logger=logger, debug=True)
parser.evaluate(test_file='data/semeval15/en.ood.pas.conllu', save_dir=save_dir, logger=logger, debug=True)
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from bertsota.parser.dep_parser import SDPParser
if __name__ == '__main__':
parser = SDPParser()
parser.train(train_file='data/semeval15/en.psd.conllu',
dev_file='data/semeval15/en.id.psd.conllu',
test_file='data/semeval15/en.id.psd.conllu',
save_dir='data/model/psd-id-eval',
pretrained_embeddings_file='data/embedding/glove.6B.100d.txt',
validate_every=1000)
parser.load('data/model/psd-id')
parser.evaluate(test_file='data/semeval15/en.id.psd.conllu', save_dir='data/model/psd-id-eval',
num_buckets_test=10)
# coding: utf-8
import pickle
from bertsota.common.data import ParserVocabulary, DataLoader
from bertsota.common.utils import init_logger
from bertsota.parser.dep_parser import SDPParser
if __name__ == '__main__':
save_dir = 'data/model/cz6'
parser = SDPParser()
parser.train(train_file='data/semeval15/cz.pas.train.conllu',
dev_file='data/semeval15/cz.pas.dev.conllu',
save_dir=save_dir,
word_dims=300,
pretrained_embeddings_file='data/embedding/cz.fasttext.300.txt')
parser.load(save_dir)
logger = init_logger(save_dir, 'test.log')
parser.evaluate(test_file='data/semeval15/cz.id.pas.conllu', save_dir=save_dir,
logger=logger)
# -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-02-07 20:45
from bertsota.parser.dep_parser import SDPParser
parser = SDPParser()
save_dir = 'data/model/news-bert3'
parser.train(train_file='data/SemEval-2016/news.train.conllu',
dev_file='data/SemEval-2016/news.valid.conllu',
save_dir=save_dir,
word_dims=300,
pretrained_embeddings_file='data/embedding/news.fasttext.300.txt',
bert_path=[
'data/embedding/bert_base_sum/news.train.bert',
'data/embedding/bert_base_sum/news.valid.bert'
],
root='root')
parser.load(save_dir)
parser.evaluate('data/SemEval-2016/news.test.conllu',
save_dir,
bert_path='data/embedding/bert_base_sum/news.test.bert',
chinese=True)
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from bertsota.parser.dep_parser import SDPParser
if __name__ == '__main__':
parser = SDPParser()
save_dir = 'data/model/csdg'
parser.train(train_file='data/SemEval-2016/train/news.train.debug.conllu',
dev_file='data/SemEval-2016/train/news.train.debug.conllu',
save_dir=save_dir,
pretrained_embeddings_file=
'data/embedding/glove/glove.6B.100d.debug.txt',
train_iters=100,
num_buckets_train=1,
num_buckets_valid=1,
validate_every=10,
learning_rate=2e-3,
root='Root',
debug=True)
parser.load(save_dir)
parser.evaluate(
# coding: utf-8
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from bertsota.parser.dep_parser import SDPParser
if __name__ == '__main__':
parser = SDPParser()
parser.load('data/model/psd')
parser.evaluate(test_file='data/semeval15/en.ood.psd.conllu',
save_dir='data/model/psd-id',
num_buckets_test=10)
# coding: utf-8
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from bertsota.parser.dep_parser import SDPParser
if __name__ == '__main__':
parser = SDPParser()
parser.train(train_file='data/semeval15/en.psd.conllu',
dev_file='data/semeval15/en.id.psd.conllu',
test_file='data/semeval15/en.id.psd.conllu',
mlp_rel_size=500,
save_dir='data/model/rel-500-psd-id',
pretrained_embeddings_file='data/embedding/glove.6B.100d.txt')
# -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-02-07 20:45
from bertsota.parser.dep_parser import SDPParser
parser = SDPParser()
save_dir = 'data/model/text-baseline4'
parser.train(train_file='data/SemEval-2016/text.train.conllu',
dev_file='data/SemEval-2016/text.valid.conllu', save_dir=save_dir,
word_dims=300,
pretrained_embeddings_file='data/embedding/text.fasttext.300.txt',
root='root')
parser.load(save_dir)
parser.evaluate('data/SemEval-2016/text.test.conllu', save_dir, chinese=True)
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from bertsota.parser.dep_parser import SDPParser
if __name__ == '__main__':
save_dir = 'data/model/train-embedding-psd-id'
parser = SDPParser()
parser.train(train_file='data/semeval15/en.psd.conllu',
dev_file='data/semeval15/en.id.psd.conllu',
test_file='data/semeval15/en.id.psd.conllu',
save_dir=save_dir,
pretrained_embeddings_file='data/embedding/glove.6B.100d.txt')
parser.load(save_dir)
parser.evaluate(test_file='data/semeval15/en.id.psd.conllu',
save_dir=save_dir,
num_buckets_test=10)
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from bertsota.parser.dep_parser import SDPParser
if __name__ == '__main__':
parser = SDPParser()
parser.train(train_file='data/semeval15/en.psd.conllu',
dev_file='data/semeval15/en.id.psd.conllu',
test_file='data/semeval15/en.id.psd.conllu',
save_dir='data/model/beta-psd-id',
beta_1=0,
beta_2=.95,
pretrained_embeddings_file='data/embedding/glove.6B.100d.txt')
# parser.load('data/model/psd-id')
# parser.evaluate(test_file='data/semeval15/en.id.psd.conllu', save_dir='data/model/psd-id',
# num_buckets_test=10)
# coding: utf-8
from bertsota.common.data import ParserVocabulary, DataLoader
from bertsota.common.utils import init_logger
from bertsota.parser.dep_parser import SDPParser
for p in range(20, 100, 20):
save_dir = 'data/model/bert-base-pas{}'.format(p)
parser = SDPParser()
parser.train(
train_file='data/semeval15/en.pas.train.{}.conllu'.format(p),
dev_file='data/semeval15/en.pas.dev.conllu',
save_dir=save_dir,
pretrained_embeddings_file='data/embedding/glove.6B.100d.shrinked.txt',
bert_path=[
'data/embedding/bert_base_sum/en.train.bert',
'data/embedding/bert_base_sum/en.dev.bert'
])
parser.load(save_dir)
logger = init_logger(save_dir, 'test.log')
parser.evaluate(test_file='data/semeval15/en.id.pas.conllu',
bert_path='data/embedding/bert_base_sum/en.id.bert',
save_dir=save_dir,
logger=logger)
parser.evaluate(test_file='data/semeval15/en.ood.pas.conllu',
bert_path='data/embedding/bert_base_sum/en.ood.bert',
save_dir=save_dir,
logger=logger)
# coding: utf-8
import pickle
from bertsota.common.data import ParserVocabulary, DataLoader
from bertsota.common.utils import init_logger
from bertsota.parser.dep_parser import SDPParser
if __name__ == '__main__':
save_dir = 'data/model/bert-pas-noword3'
parser = SDPParser()
# parser.train(train_file='data/semeval15/en.pas.train.conllu',
# dev_file='data/semeval15/en.pas.dev.conllu',
# save_dir=save_dir,
# bert_path=['data/embedding/bert_base_sum/en.train.bert',
# 'data/embedding/bert_base_sum/en.dev.bert'])
parser.load(save_dir)
logger = init_logger(save_dir, 'test.log')
parser.evaluate(test_file='data/semeval15/en.id.pas.conllu',
save_dir=save_dir,
bert_path='data/embedding/bert_base_sum/en.id.bert',
logger=logger,
debug=True)
parser.evaluate(test_file='data/semeval15/en.ood.pas.conllu',
save_dir=save_dir,
bert_path='data/embedding/bert_base_sum/en.ood.bert',
logger=logger,
debug=True)
