Datasets:
Tasks:
Other
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10M - 100M
ArXiv:
Tags:
knowledge-base
License:
Commit
•
9157196
1
Parent(s):
3d1fe33
Convert dataset to Parquet (#1)
Browse files- Convert dataset to Parquet (623cb1688ac1db6682ece4c2f44c5d8a8b579939)
- Add open data files (50f05aca5331743829881cad8eebc99fdd4b5d1f)
- Delete loading script (8200d1c49d753c3d1f89b20dd6b62af5fe5034ac)
- Delete legacy dataset_infos.json (b22003ec2ea344c5aea879a41f566919b11266f2)
- README.md +16 -6
- ascent_kb.py +0 -147
- canonical/train-00000-of-00006.parquet +3 -0
- canonical/train-00001-of-00006.parquet +3 -0
- canonical/train-00002-of-00006.parquet +3 -0
- canonical/train-00003-of-00006.parquet +3 -0
- canonical/train-00004-of-00006.parquet +3 -0
- canonical/train-00005-of-00006.parquet +3 -0
- dataset_infos.json +0 -1
- open/train-00000-of-00006.parquet +3 -0
- open/train-00001-of-00006.parquet +3 -0
- open/train-00002-of-00006.parquet +3 -0
- open/train-00003-of-00006.parquet +3 -0
- open/train-00004-of-00006.parquet +3 -0
- open/train-00005-of-00006.parquet +3 -0
README.md
CHANGED
@@ -47,10 +47,10 @@ dataset_info:
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dtype: string
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splits:
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- name: train
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-
num_bytes:
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num_examples: 8904060
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download_size:
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dataset_size:
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- config_name: open
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features:
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- name: subject
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dtype: string
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splits:
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- name: train
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num_bytes:
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num_examples: 8904060
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download_size:
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dataset_size:
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---
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# Dataset Card for Ascent KB
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dtype: string
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splits:
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- name: train
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+
num_bytes: 2976665740
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num_examples: 8904060
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+
download_size: 898478552
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+
dataset_size: 2976665740
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- config_name: open
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features:
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- name: subject
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dtype: string
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splits:
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- name: train
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+
num_bytes: 2882646222
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num_examples: 8904060
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+
download_size: 900156754
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+
dataset_size: 2882646222
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configs:
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- config_name: canonical
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data_files:
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- split: train
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path: canonical/train-*
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default: true
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+
- config_name: open
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data_files:
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- split: train
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path: open/train-*
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---
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# Dataset Card for Ascent KB
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ascent_kb.py
DELETED
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# coding=utf-8
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# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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-
"""Ascent KB: A Deep Commonsense Knowledge Base"""
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-
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import json
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import datasets
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_CITATION = """\
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@InProceedings{nguyen2021www,
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title={Advanced Semantics for Commonsense Knowledge Extraction},
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author={Nguyen, Tuan-Phong and Razniewski, Simon and Weikum, Gerhard},
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year={2021},
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booktitle={The Web Conference 2021},
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}
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"""
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-
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_DESCRIPTION = """\
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This dataset contains 8.9M commonsense assertions extracted by the Ascent pipeline (https://ascent.mpi-inf.mpg.de/).
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"""
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_HOMEPAGE = "https://ascent.mpi-inf.mpg.de/"
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-
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_LICENSE = "The Creative Commons Attribution 4.0 International License. https://creativecommons.org/licenses/by/4.0/"
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-
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# The HuggingFace dataset library don't host the datasets but only point to the original files
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# This can be an arbitrary nested dict/list of URLs (see below in `_split_generators` method)
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-
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_URL = "https://nextcloud.mpi-klsb.mpg.de/index.php/s/dFLdTQHqiFrt3Q3/download"
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# DONE: Name of the dataset usually match the script name with CamelCase instead of snake_case
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class AscentKB(datasets.GeneratorBasedBuilder):
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"""Ascent KB: A Deep Commonsense Knowledge Base. Version 1.0.0."""
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VERSION = datasets.Version("1.0.0")
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BUILDER_CONFIGS = [
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datasets.BuilderConfig(
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name="canonical",
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version=VERSION,
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description="This KB contains <arg1 ; rel ; arg2> \
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assertions where relations are canonicalized based on ConceptNet relations.",
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),
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datasets.BuilderConfig(
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name="open",
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version=VERSION,
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description="This KB contains open assertions of the form \
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<subject ; predicate ; object> extracted directly from web contents.",
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),
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]
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DEFAULT_CONFIG_NAME = "canonical"
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def _info(self):
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if self.config.name == "canonical":
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features = datasets.Features(
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{
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"arg1": datasets.Value("string"),
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"rel": datasets.Value("string"),
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"arg2": datasets.Value("string"),
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"support": datasets.Value("int64"),
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"facets": [
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{
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"value": datasets.Value("string"),
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"type": datasets.Value("string"),
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"support": datasets.Value("int64"),
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}
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],
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"source_sentences": [{"text": datasets.Value("string"), "source": datasets.Value("string")}],
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}
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)
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else: # features for the "open" part
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features = datasets.Features(
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{
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"subject": datasets.Value("string"),
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"predicate": datasets.Value("string"),
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"object": datasets.Value("string"),
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"support": datasets.Value("int64"),
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-
"facets": [
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{
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"value": datasets.Value("string"),
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"type": datasets.Value("string"),
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"support": datasets.Value("int64"),
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}
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],
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"source_sentences": [{"text": datasets.Value("string"), "source": datasets.Value("string")}],
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}
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)
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=features,
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supervised_keys=None,
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homepage=_HOMEPAGE,
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license=_LICENSE,
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citation=_CITATION,
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)
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def _split_generators(self, dl_manager):
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"""Returns SplitGenerators."""
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# my_urls = _URLs[self.config.name]
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# data_file = dl_manager.download_and_extract(my_urls)
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-
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data_file = dl_manager.download_and_extract(_URL)
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-
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return [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN,
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gen_kwargs={
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"filepath": data_file,
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"split": "train",
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},
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),
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-
]
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-
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# method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
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def _generate_examples(self, filepath, split):
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"""Yields examples as (key, example) tuples."""
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# This method handles input defined in _split_generators to yield (key, example) tuples from the dataset.
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# The `key` is here for legacy reason (tfds) and is not important in itself.
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-
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with open(filepath, encoding="utf-8") as f:
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for id_, row in enumerate(f):
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data = json.loads(row)
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if self.config.name == "canonical":
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data.pop("subject")
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data.pop("predicate")
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data.pop("object")
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yield id_, data
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else: # "open"
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data.pop("arg1")
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data.pop("rel")
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data.pop("arg2")
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yield id_, data
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canonical/train-00000-of-00006.parquet
ADDED
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canonical/train-00001-of-00006.parquet
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canonical/train-00002-of-00006.parquet
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canonical/train-00003-of-00006.parquet
ADDED
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canonical/train-00004-of-00006.parquet
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version https://git-lfs.github.com/spec/v1
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size 149491427
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canonical/train-00005-of-00006.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:08f798cc54277cc0fb7d32d2e08855c58c2b856a839a068e0279b7dc905df8bd
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size 148574387
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dataset_infos.json
DELETED
@@ -1 +0,0 @@
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-
{"canonical": {"description": "This dataset contains 8.9M commonsense assertions extracted by the Ascent pipeline (https://ascent.mpi-inf.mpg.de/).\n", "citation": "@InProceedings{nguyen2021www,\n title={Advanced Semantics for Commonsense Knowledge Extraction},\n author={Nguyen, Tuan-Phong and Razniewski, Simon and Weikum, Gerhard},\n year={2021},\n booktitle={The Web Conference 2021},\n}\n", "homepage": "https://ascent.mpi-inf.mpg.de/", "license": "The Creative Commons Attribution 4.0 International License. https://creativecommons.org/licenses/by/4.0/", "features": {"arg1": {"dtype": "string", "id": null, "_type": "Value"}, "rel": {"dtype": "string", "id": null, "_type": "Value"}, "arg2": {"dtype": "string", "id": null, "_type": "Value"}, "support": {"dtype": "int64", "id": null, "_type": "Value"}, "facets": [{"value": {"dtype": "string", "id": null, "_type": "Value"}, "type": {"dtype": "string", "id": null, "_type": "Value"}, "support": {"dtype": "int64", "id": null, "_type": "Value"}}], "source_sentences": [{"text": {"dtype": "string", "id": null, "_type": "Value"}, "source": {"dtype": "string", "id": null, "_type": "Value"}}]}, "post_processed": null, "supervised_keys": null, "builder_name": "ascent_kb", "config_name": "canonical", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 2976697816, "num_examples": 8904060, "dataset_name": "ascent_kb"}}, "download_checksums": {"https://nextcloud.mpi-klsb.mpg.de/index.php/s/dFLdTQHqiFrt3Q3/download": {"num_bytes": 710727536, "checksum": "51fd88a07bca4fa48a9157dd1d93d9bac88ad2b38b5eae662d2cbfad47895016"}}, "download_size": 710727536, "post_processing_size": null, "dataset_size": 2976697816, "size_in_bytes": 3687425352}, "open": {"description": "This dataset contains 8.9M commonsense assertions extracted by the Ascent pipeline (https://ascent.mpi-inf.mpg.de/).\n", "citation": "@InProceedings{nguyen2021www,\n title={Advanced Semantics for Commonsense Knowledge Extraction},\n author={Nguyen, Tuan-Phong and Razniewski, Simon and Weikum, Gerhard},\n year={2021},\n booktitle={The Web Conference 2021},\n}\n", "homepage": "https://ascent.mpi-inf.mpg.de/", "license": "The Creative Commons Attribution 4.0 International License. https://creativecommons.org/licenses/by/4.0/", "features": {"subject": {"dtype": "string", "id": null, "_type": "Value"}, "predicate": {"dtype": "string", "id": null, "_type": "Value"}, "object": {"dtype": "string", "id": null, "_type": "Value"}, "support": {"dtype": "int64", "id": null, "_type": "Value"}, "facets": [{"value": {"dtype": "string", "id": null, "_type": "Value"}, "type": {"dtype": "string", "id": null, "_type": "Value"}, "support": {"dtype": "int64", "id": null, "_type": "Value"}}], "source_sentences": [{"text": {"dtype": "string", "id": null, "_type": "Value"}, "source": {"dtype": "string", "id": null, "_type": "Value"}}]}, "post_processed": null, "supervised_keys": null, "builder_name": "ascent_kb", "config_name": "open", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 2882678298, "num_examples": 8904060, "dataset_name": "ascent_kb"}}, "download_checksums": {"https://nextcloud.mpi-klsb.mpg.de/index.php/s/dFLdTQHqiFrt3Q3/download": {"num_bytes": 710727536, "checksum": "51fd88a07bca4fa48a9157dd1d93d9bac88ad2b38b5eae662d2cbfad47895016"}}, "download_size": 710727536, "post_processing_size": null, "dataset_size": 2882678298, "size_in_bytes": 3593405834}}
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open/train-00001-of-00006.parquet
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version https://git-lfs.github.com/spec/v1
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open/train-00003-of-00006.parquet
ADDED
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version https://git-lfs.github.com/spec/v1
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open/train-00004-of-00006.parquet
ADDED
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+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:a8ad9dc7ce124ef03e35e712b6c1d9c9eaccd54e388f0763e4c709f675c0db5c
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3 |
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size 149777060
|
open/train-00005-of-00006.parquet
ADDED
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:7fc4b35c9e6ea598218a4c7c63d92fbed047f15f4c5d654780856134fa527883
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3 |
+
size 148860051
|