コンセプトネット5

参考文献:

コンセプトネット5

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:conceptnet5/conceptnet5')

説明：

\ This dataset is designed to provide training data
for common sense relationships pulls together from various
sources. 

The dataset is multi-lingual. See langauge codes and language info
here: https://github.com/commonsense/conceptnet5/wiki/Languages


This dataset provides an interface for the conceptnet5 csv file, and
some (but not all) of the raw text data used to build conceptnet5:
omcsnet_sentences_free.txt, and omcsnet_sentences_more.txt.

One use of this dataset would be to learn to extract the conceptnet
relationship from the omcsnet sentences.

Conceptnet5 has 34,074,917 relationships. Of those relationships,
there are 2,176,099 surface text sentences related to those 2M
entries.

omcsnet_sentences_free has 898,161 lines. omcsnet_sentences_more has
2,001,736 lines.

Original downloads are available here
https://github.com/commonsense/conceptnet5/wiki/Downloads. For more
information, see: https://github.com/commonsense/conceptnet5/wiki

The omcsnet data comes with the following warning from the authors of
the above site: 

Remember: this data comes from various forms of
crowdsourcing. Sentences in these files are not necessarily true,
useful, or appropriate.

ライセンス: この作品には、Commonsense Computing Initiative によって編集された ConceptNet 5 のデータが含まれています。 ConceptNet 5 は、クリエイティブコモンズ表示 - 継承ライセンス (CC BY SA 3.0) に基づいてhttp://conceptnet.ioから無料で入手できます。

含まれているデータは、Commonsense Computing プロジェクトの寄稿者、Wikimedia プロジェクト、DBPedia、OpenCyc、Games with a Purpose、プリンストン大学の WordNet、Francis Bond の Open Multilingual WordNet、および Jim Breen の JMDict の寄稿者によって作成されました。

他にも様々なライセンスがあります。参照: https://github.com/commonsense/conceptnet5/wiki/Copying-and-sharing-ConceptNet

バージョン: 5.7.0
分割:

スプリット	例
`'train'`	34074917

特徴：

{
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "full_rel": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "rel": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "arg1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "arg2": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "lang": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "extra_info": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "weight": {
        "dtype": "float32",
        "id": null,
        "_type": "Value"
    }
}

omcs_sentences_free

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:conceptnet5/omcs_sentences_free')

説明：

\ This dataset is designed to provide training data
for common sense relationships pulls together from various
sources. 

The dataset is multi-lingual. See langauge codes and language info
here: https://github.com/commonsense/conceptnet5/wiki/Languages


This dataset provides an interface for the conceptnet5 csv file, and
some (but not all) of the raw text data used to build conceptnet5:
omcsnet_sentences_free.txt, and omcsnet_sentences_more.txt.

One use of this dataset would be to learn to extract the conceptnet
relationship from the omcsnet sentences.

Conceptnet5 has 34,074,917 relationships. Of those relationships,
there are 2,176,099 surface text sentences related to those 2M
entries.

omcsnet_sentences_free has 898,161 lines. omcsnet_sentences_more has
2,001,736 lines.

Original downloads are available here
https://github.com/commonsense/conceptnet5/wiki/Downloads. For more
information, see: https://github.com/commonsense/conceptnet5/wiki

The omcsnet data comes with the following warning from the authors of
the above site: 

Remember: this data comes from various forms of
crowdsourcing. Sentences in these files are not necessarily true,
useful, or appropriate.

ライセンス: この作品には、Commonsense Computing Initiative によって編集された ConceptNet 5 のデータが含まれています。 ConceptNet 5 は、クリエイティブコモンズ表示 - 継承ライセンス (CC BY SA 3.0) に基づいてhttp://conceptnet.ioから無料で入手できます。

他にも様々なライセンスがあります。参照: https://github.com/commonsense/conceptnet5/wiki/Copying-and-sharing-ConceptNet

バージョン: 5.7.0
分割:

スプリット	例
`'train'`	898160

特徴：

{
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "raw_data": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "lang": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

omcs_sentences_more

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:conceptnet5/omcs_sentences_more')

説明：

\ This dataset is designed to provide training data
for common sense relationships pulls together from various
sources. 

The dataset is multi-lingual. See langauge codes and language info
here: https://github.com/commonsense/conceptnet5/wiki/Languages


This dataset provides an interface for the conceptnet5 csv file, and
some (but not all) of the raw text data used to build conceptnet5:
omcsnet_sentences_free.txt, and omcsnet_sentences_more.txt.

One use of this dataset would be to learn to extract the conceptnet
relationship from the omcsnet sentences.

Conceptnet5 has 34,074,917 relationships. Of those relationships,
there are 2,176,099 surface text sentences related to those 2M
entries.

omcsnet_sentences_free has 898,161 lines. omcsnet_sentences_more has
2,001,736 lines.

Original downloads are available here
https://github.com/commonsense/conceptnet5/wiki/Downloads. For more
information, see: https://github.com/commonsense/conceptnet5/wiki

The omcsnet data comes with the following warning from the authors of
the above site: 

Remember: this data comes from various forms of
crowdsourcing. Sentences in these files are not necessarily true,
useful, or appropriate.

ライセンス: この作品には、Commonsense Computing Initiative によって編集された ConceptNet 5 のデータが含まれています。 ConceptNet 5 は、クリエイティブコモンズ表示 - 継承ライセンス (CC BY SA 3.0) に基づいてhttp://conceptnet.ioから無料で入手できます。

他にも様々なライセンスがあります。参照: https://github.com/commonsense/conceptnet5/wiki/Copying-and-sharing-ConceptNet

バージョン: 5.7.0
分割:

スプリット	例
`'train'`	2001735

特徴：

{
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "raw_data": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "lang": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}