repo stringlengths 2 99 | file stringlengths 13 225 | code stringlengths 0 18.3M | file_length int64 0 18.3M | avg_line_length float64 0 1.36M | max_line_length int64 0 4.26M | extension_type stringclasses 1
value |
|---|---|---|---|---|---|---|
RocketQA | RocketQA-main/examples/jina_example/rocketqa_reranker/executor.py | import numpy as np
import rocketqa
from jina import Executor, Document, DocumentArray, requests
from jina.types.score import NamedScore
class RocketQAReranker(Executor):
"""
Re-rank the `matches` of a Document based on the relevance to the question stored in the `text` field with RocketQA matching model.
... | 2,516 | 43.946429 | 143 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/metric/generate_candrank.py | import csv
import sys
from collections import defaultdict
score_f = sys.argv[1]
id_f = sys.argv[2]
#id_f = 'marco_joint_qtp/qtp.test.id'
#id_f = 'dev.es_1000.id'
outputf = 'metric/ranking_res'
scores = []
q_ids = []
p_ids = []
q_dic = defaultdict(list)
with open(score_f, 'r') as f:
for line in f:
scores.... | 950 | 20.133333 | 62 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/metric/tokenizers.py | #!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Most of the tokenizers code here is copied from DrQA codebase to avoid adding extra dependency
... | 8,194 | 29.692884 | 94 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/metric/nq_eval_rerank.py | import numpy as np
from tqdm import tqdm
import random
import sys
from tokenizers import SimpleTokenizer
from tokenizers import has_answer
f_answer = open('corpus/nq/test.answers.txt', 'r')
#f_answer = open('nq.58812.ans', 'r')
print('reading text')
p_text = []
for i in range(8):
f_p_text = open('corpus/nq/para_... | 1,972 | 21.94186 | 61 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/metric/msmarco_eval.py | """
This module computes evaluation metrics for MSMARCO dataset on the ranking task.
Command line:
python msmarco_eval_ranking.py <path_to_reference_file> <path_to_candidate_file>
Creation Date : 06/12/2018
Last Modified : 1/21/2019
Authors : Daniel Campos <dacamp@microsoft.com>, Rutger van Haasteren <ruvanh@microsoft.... | 8,406 | 38.843602 | 161 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/metric/nq_eval.py | import sys
import numpy as np
sys.path.append('data_process/')
sys.path.append('metric/')
from dpr.utils.tokenizers import SimpleTokenizer
import utils
import unicodedata
recall_cands_file = sys.argv[1]
topk = 100
answers = utils.load_answers('test')
q_text, p_text, p_title = utils.load_corpus(corpus='nq', q_type='te... | 2,204 | 31.426471 | 73 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/metric/dpr/utils/tokenizers.py | #!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Most of the tokenizers code here is copied from DrQA codebase to avoid adding extra dependency
... | 5,679 | 28.278351 | 94 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/optimization.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 6,674 | 38.497041 | 106 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/tokenization.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed 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... | 14,348 | 32.921986 | 84 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/inference_de.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 4,126 | 31.496063 | 96 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/finetune_args.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 8,173 | 67.116667 | 134 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/merge.py | import sys
total_part = 8
shift = int(sys.argv[1])
top = int(sys.argv[2])
f_list = []
for part in range(total_part):
f0 = open('res.top%s-part%s' % (top, part))
f_list.append(f0)
line_list = []
for part in range(total_part):
line = f_list[part].readline()
line_list.append(line)
out = open('output/re... | 1,230 | 24.645833 | 81 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/batching.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 2,683 | 33.410256 | 78 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/train_je.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 17,415 | 36.86087 | 96 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/index_search.py | import sys
import time
import faiss
import math
import numpy as np
def read_embed(file_name, dim=768, bs=3000):
if file_name.endswith('npy'):
i = 0
emb_np = np.load(file_name)
while(i < len(emb_np)):
vec_list = emb_np[i:i+bs]
i += bs
yield vec_list
el... | 1,948 | 27.661765 | 84 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/finetune/dual_encoder_infer.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 6,365 | 34.366667 | 95 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/finetune/joint_encoder.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 18,127 | 34.475538 | 132 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/reader/reader_de_infer.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 13,641 | 36.581267 | 97 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/reader/task_reader_shuffle.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 17,374 | 39.595794 | 138 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/utils/cards.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 1,008 | 31.548387 | 74 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/utils/args.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 2,996 | 34.678571 | 119 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/utils/init.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 3,632 | 35.33 | 108 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/utils/fp16.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 9,177 | 44.661692 | 81 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/model/transformer_encoder.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 12,649 | 35.666667 | 91 | py |
RocketQA | RocketQA-main/research/RocketQAv2_EMNLP2021/model/src/model/ernie.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 11,151 | 39.70073 | 92 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/metric/msmarco_eval.py | """
This module computes evaluation metrics for MSMARCO dataset on the ranking task.
Command line:
python msmarco_eval_ranking.py <path_to_reference_file> <path_to_candidate_file>
Creation Date : 06/12/2018
Last Modified : 1/21/2019
Authors : Daniel Campos <dacamp@microsoft.com>, Rutger van Haasteren <ruvanh@microsoft.... | 8,406 | 38.843602 | 161 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/metric/nq_eval.py | import sys
import numpy as np
sys.path.append('data_process/')
sys.path.append('metric/')
from dpr.utils.tokenizers import SimpleTokenizer
import utils
import unicodedata
recall_cands_file = sys.argv[1]
topk = 100
answers = utils.load_answers('test')
q_text, p_text, p_title = utils.load_corpus(corpus='nq', q_type='te... | 2,204 | 31.426471 | 73 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/metric/dpr/__init__.py | 0 | 0 | 0 | py | |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/metric/dpr/utils/tokenizers.py | #!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Most of the tokenizers code here is copied from DrQA codebase to avoid adding extra dependency
... | 5,679 | 28.278351 | 94 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/metric/dpr/utils/__init__.py | 0 | 0 | 0 | py | |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/data_process/construct_marco_train_ce.py | import sys
import random
sys.path.append('data_process/')
import utils
recall_cands_file = sys.argv[1]
outfile = sys.argv[2]
random_seed = 111
rng = random.Random(random_seed)
neg_cnt = 4
q_text, p_text, p_title = utils.load_corpus(corpus='marco', q_type='train')
pos_qp, pos_qp_new = utils.load_pos_examples(p_text)... | 1,050 | 26.657895 | 91 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/data_process/construct_marco_train_de.py | import sys
import random
sys.path.append('data_process/')
import utils
recall_cands_file = sys.argv[1]
ce_score_file = sys.argv[2]
outfile = sys.argv[3]
random_seed = 111
rng = random.Random(random_seed)
neg_cnt = 4
ce_threshold_neg = 0.1
ce_threshold_pos = 0.9
q_text, p_text, p_title = utils.load_corpus(corpus='ma... | 1,665 | 29.290909 | 88 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/data_process/construct_nq_train_de.py | import sys
import random
import utils
recall_cands_file = sys.argv[1]
ce_score_file = sys.argv[2]
outfile = sys.argv[3]
neg_cnt = 4
ce_threshold_neg = 0.1
ce_threshold_pos = 0.9
q_text, p_text, p_title = utils.load_corpus(corpus='nq', q_type='train')
answers = utils.load_answers(q_type='train')
cand_qp_all, train_qi... | 1,132 | 30.472222 | 105 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/data_process/utils.py | import sys
import os
cur_path = os.path.dirname(os.path.realpath(__file__))
corpus_path = 'corpus/'
def load_id_text(file_name):
"""load tsv files"""
id_text = {}
with open(file_name) as inp:
for line in inp:
line = line.strip()
id, text = line.split('\t')
id_te... | 3,845 | 31.05 | 78 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/data_process/construct_nq_train_ce.py | import sys
import random
sys.path.append('data_process/')
import utils
recall_cands_file = sys.argv[1]
outfile = sys.argv[2]
random_seed = 111
rng = random.Random(random_seed)
q_text, p_text, p_title = utils.load_corpus(corpus='nq', q_type='train')
answers = utils.load_answers(q_type='train')
cand_qp_all, train_qids... | 1,034 | 30.363636 | 105 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/data_process/construct_unlabel_train_de.py | import sys
import random
sys.path.append('data_process/')
import utils
recall_cands_file = sys.argv[1]
ce_score_file = sys.argv[2]
outfile = sys.argv[3]
corpus = sys.argv[4]
random_seed = 111
rng = random.Random(random_seed)
neg_cnt = 1
if corpus == 'marco':
neg_cnt = 4
ce_threshold_neg = 0.1
ce_threshold_pos = ... | 1,692 | 26.754098 | 88 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/train_de.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 14,023 | 36.198939 | 163 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/optimization.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 5,185 | 37.701493 | 83 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/tokenization.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed 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... | 14,348 | 32.921986 | 84 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/inference_de.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 4,126 | 31.496063 | 96 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/finetune_args.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 8,197 | 67.890756 | 127 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/merge.py | import sys
total_part = 8
shift = int(sys.argv[1])
top = int(sys.argv[2])
f_list = []
for part in range(total_part):
f0 = open('res.top%s-part%s' % (top, part))
f_list.append(f0)
line_list = []
for part in range(total_part):
line = f_list[part].readline()
line_list.append(line)
out = open('output/re... | 1,230 | 24.645833 | 81 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/batching.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 2,683 | 33.410256 | 78 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/index_search.py | import sys
import time
import faiss
import math
import numpy as np
def read_embed(file_name, dim=768, bs=3000):
if file_name.endswith('npy'):
i = 0
emb_np = np.load(file_name)
while(i < len(emb_np)):
vec_list = emb_np[i:i+bs]
i += bs
yield vec_list
el... | 1,948 | 27.661765 | 84 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/train_ce.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 14,978 | 35.713235 | 96 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/finetune/dual_encoder_infer.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 6,355 | 34.311111 | 95 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/finetune/dual_encoder.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 15,329 | 35.327014 | 132 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/finetune/__init__.py | 0 | 0 | 0 | py | |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/finetune/cross_encoder.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 11,546 | 33.885196 | 132 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/reader/reader_de.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 17,266 | 39.437939 | 161 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/reader/reader_de_infer.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 13,641 | 36.581267 | 97 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/reader/reader_ce.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 12,992 | 36.770349 | 138 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/reader/__init__.py | 0 | 0 | 0 | py | |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/utils/args.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 2,996 | 34.678571 | 119 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/utils/init.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 2,695 | 34.946667 | 108 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/utils/__init__.py | 0 | 0 | 0 | py | |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/model/transformer_encoder.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 12,649 | 35.666667 | 91 | py |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/model/__init__.py | 0 | 0 | 0 | py | |
RocketQA | RocketQA-main/research/RocketQA_NAACL2021/model/src/model/ernie.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 10,858 | 38.631387 | 92 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/metric/tokenizers.py | #!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Most of the tokenizers code here is copied from DrQA codebase to avoid adding extra dependency
... | 5,679 | 28.278351 | 94 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/metric/msmarco_eval.py | """
This module computes evaluation metrics for MSMARCO dataset on the ranking task.
Command line:
python msmarco_eval_ranking.py <path_to_reference_file> <path_to_candidate_file>
Creation Date : 06/12/2018
Last Modified : 1/21/2019
Authors : Daniel Campos <dacamp@microsoft.com>, Rutger van Haasteren <ruvanh@microsoft.... | 8,406 | 38.843602 | 161 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/metric/nq_eval.py | import sys
import numpy as np
sys.path.append('data_process/')
sys.path.append('metric/')
from tokenizers import SimpleTokenizer
import utils
import unicodedata
recall_cands_file = sys.argv[1]
topk = 100
answers = utils.load_answers('test')
q_text, p_text, p_title = utils.load_corpus(corpus='nq', q_type='test')
cand_... | 2,194 | 31.279412 | 73 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/data_process/utils.py | import sys
import os
cur_path = os.path.dirname(os.path.realpath(__file__))
corpus_path = 'corpus/'
def load_id_text(file_name):
"""load tsv files"""
id_text = {}
with open(file_name) as inp:
for line in inp:
line = line.strip()
id, text = line.split('\t')
id_te... | 3,844 | 31.310924 | 78 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/model/src/train_de.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 14,023 | 36.198939 | 163 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/model/src/optimization.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 5,185 | 37.701493 | 83 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/model/src/tokenization.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed 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... | 14,348 | 32.921986 | 84 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/model/src/inference_de.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 4,126 | 31.496063 | 96 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/model/src/finetune_args.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 8,257 | 67.816667 | 127 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/model/src/merge.py | import sys
total_part = 8
shift = int(sys.argv[1])
top = int(sys.argv[2])
f_list = []
for part in range(total_part):
f0 = open('res.top%s-part%s' % (top, part))
f_list.append(f0)
line_list = []
for part in range(total_part):
line = f_list[part].readline()
line_list.append(line)
out = open('output/re... | 1,230 | 24.645833 | 81 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/model/src/batching.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 2,683 | 33.410256 | 78 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/model/src/index_search.py | import sys
import time
import faiss
import math
import numpy as np
def read_embed(file_name, dim=768, bs=3000):
if file_name.endswith('npy'):
i = 0
emb_np = np.load(file_name)
while(i < len(emb_np)):
vec_list = emb_np[i:i+bs]
i += bs
yield vec_list
el... | 1,948 | 27.661765 | 84 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/model/src/finetune/dual_encoder_infer.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 6,359 | 34.333333 | 95 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/model/src/finetune/dual_encoder.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 16,226 | 35.963554 | 132 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/model/src/reader/reader_de.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 17,266 | 39.437939 | 161 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/model/src/reader/reader_de_infer.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 13,641 | 36.581267 | 97 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/model/src/utils/args.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 2,996 | 34.678571 | 119 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/model/src/utils/init.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 2,695 | 34.946667 | 108 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/model/src/model/transformer_encoder.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 12,649 | 35.666667 | 91 | py |
RocketQA | RocketQA-main/research/PAIR_ACL2021/model/src/model/ernie.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 10,858 | 38.631387 | 92 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/metric/convert_recall_res_to_json.py | # Convert the retrieval output to standard json format
# loading files: para.map.json -> mapping from row id of para to pid in md5
# loading files: q2qid.dev.json -> mapping from query in Chinese to qid in md5
import hashlib
import json
import sys
from collections import defaultdict
q2id_map = sys.argv[1]
p2id_map =... | 983 | 25.594595 | 78 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/metric/convert_rerank_res_to_json.py | import csv
import sys
import json
from collections import defaultdict
score_f = sys.argv[1]
id_f = sys.argv[2]
outputf = 'output/cross_res.json'
scores = []
q_ids = []
p_ids = []
q_dic = defaultdict(list)
with open(score_f, 'r') as f:
for line in f:
scores.append(float(line.strip()))
with open(id_f, 'r... | 983 | 19.5 | 54 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/metric/evaluation.py | """
This module computes evaluation metrics for MSMARCO dataset on the ranking task.
Command line:
python msmarco_eval_ranking.py <path_to_reference_file> <path_to_candidate_file>
Creation Date : 06/12/2018
Last Modified : 1/21/2019
Authors : Daniel Campos <dacamp@microsoft.com>, Rutger van Haasteren <ruvanh@microsoft.... | 6,849 | 36.845304 | 161 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/train_de.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 14,101 | 36.110526 | 163 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/optimization.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 5,185 | 37.701493 | 83 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/tokenization.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed 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... | 14,348 | 32.921986 | 84 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/inference_de.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 4,204 | 31.346154 | 96 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/finetune_args.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 8,197 | 67.890756 | 127 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/merge.py | import sys
shift = int(sys.argv[1])
top = int(sys.argv[2])
total_part = int(sys.argv[3])
f_list = []
for part in range(total_part):
f0 = open('output/res.top%s-part%s' % (top, part))
f_list.append(f0)
line_list = []
for part in range(total_part):
line = f_list[part].readline()
line_list.append(line)
... | 1,260 | 25.270833 | 81 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/batching.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 2,683 | 33.410256 | 78 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/index_search.py | import sys
import time
import faiss
import math
import numpy as np
def read_embed(file_name, dim=768, bs=3000):
if file_name.endswith('npy'):
i = 0
emb_np = np.load(file_name)
while(i < len(emb_np)):
vec_list = emb_np[i:i+bs]
i += bs
yield vec_list
el... | 1,969 | 27.970588 | 84 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/train_ce.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 15,056 | 35.635036 | 96 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/finetune/dual_encoder_infer.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 6,355 | 34.311111 | 95 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/finetune/dual_encoder.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 15,265 | 35.175355 | 132 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/finetune/__init__.py | 0 | 0 | 0 | py | |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/finetune/cross_encoder.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 11,546 | 33.885196 | 132 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/reader/reader_de.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 17,266 | 39.437939 | 161 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/reader/reader_de_infer.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 13,641 | 36.581267 | 97 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/reader/reader_ce.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 12,992 | 36.770349 | 138 | py |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/reader/__init__.py | 0 | 0 | 0 | py | |
RocketQA | RocketQA-main/research/DuReader-Retrieval-Baseline/src/utils/args.py | # Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed 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 app... | 2,996 | 34.678571 | 119 | py |
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