参考:
glucose
使用以下命令在 TFDS 中加载此数据集:
ds = tfds.load('huggingface:glucose/glucose')
- 说明:
When humans read or listen, they make implicit commonsense inferences that frame their understanding of what happened and why. As a step toward AI systems that can build similar mental models, we introduce GLUCOSE, a large-scale dataset of implicit commonsense causal knowledge, encoded as causal mini-theories about the world, each grounded in a narrative context.
- 许可:Creative Commons Attribution-NonCommercial 4.0 International Public License
- 版本:0.0.0
- 拆分:
拆分 | 样本 |
---|---|
'test' |
500 |
'train' |
65522 |
- 特征:
{
"experiment_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"story_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"worker_id": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"worker_ids": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"submission_time_normalized": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"worker_quality_assessment": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"selected_sentence_index": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"story": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"selected_sentence": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"number_filled_in": {
"dtype": "int64",
"id": null,
"_type": "Value"
},
"1_specificNL": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"1_specificStructured": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"1_generalNL": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"1_generalStructured": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"2_specificNL": {
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},
"2_specificStructured": {
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"_type": "Value"
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"2_generalNL": {
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"id": null,
"_type": "Value"
},
"2_generalStructured": {
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"id": null,
"_type": "Value"
},
"3_specificNL": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"3_specificStructured": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"3_generalNL": {
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"id": null,
"_type": "Value"
},
"3_generalStructured": {
"dtype": "string",
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"_type": "Value"
},
"4_specificNL": {
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"_type": "Value"
},
"4_specificStructured": {
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"_type": "Value"
},
"4_generalNL": {
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},
"4_generalStructured": {
"dtype": "string",
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"_type": "Value"
},
"5_specificNL": {
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},
"5_specificStructured": {
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},
"5_generalNL": {
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},
"5_generalStructured": {
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},
"6_specificNL": {
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},
"6_generalNL": {
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"_type": "Value"
},
"6_generalStructured": {
"dtype": "string",
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"_type": "Value"
},
"7_specificNL": {
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"7_specificStructured": {
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},
"8_specificNL": {
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"8_generalNL": {
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"9_specificNL": {
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"9_generalStructured": {
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"10_specificNL": {
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},
"10_specificStructured": {
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},
"10_generalNL": {
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},
"10_generalStructured": {
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}
}