Datasets:
Tasks:
Question Answering
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
ArXiv:
License:
Delete legacy dataset_infos.json
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dataset_infos.json
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{
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"default": {
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"description": "*Physical Reasoning about Objects Through Space and Time* (PROST) is a probing dataset to evaluate the ability of pretrained LMs to understand and reason about the physical world. PROST consists of 18,736 cloze-style multiple choice questions from 14 manually curated templates, covering 10 physical reasoning concepts: direction, mass, height, circumference, stackable, rollable, graspable, breakable, slideable, and bounceable.\n",
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"citation": "@inproceedings{aroca-ouellette-etal-2021-prost,\n title = \"{PROST}: {P}hysical Reasoning about Objects through Space and Time\",\n author = \"Aroca-Ouellette, St{'e}phane and\n Paik, Cory and\n Roncone, Alessandro and\n Kann, Katharina\",\n booktitle = \"Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021\",\n month = aug,\n year = \"2021\",\n address = \"Online\",\n publisher = \"Association for Computational Linguistics\",\n url = \"https://aclanthology.org/2021.findings-acl.404\",\n pages = \"4597--4608\",\n}\n",
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"homepage": "https://github.com/nala-cub/prost",
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"license": "Apache 2.0",
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"features": {
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"A": {
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"dtype": "string",
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"_type": "Value"
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},
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"B": {
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"dtype": "string",
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"_type": "Value"
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},
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"C": {
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"dtype": "string",
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"_type": "Value"
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},
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"D": {
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"dtype": "string",
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"_type": "Value"
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},
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"context": {
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"dtype": "string",
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"_type": "Value"
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},
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"question": {
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"dtype": "string",
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"_type": "Value"
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},
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"ex_question": {
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"dtype": "string",
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"_type": "Value"
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},
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"group": {
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"dtype": "string",
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"_type": "Value"
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},
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"label": {
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"names": [
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"A",
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"B",
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"C",
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"D"
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],
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"_type": "ClassLabel"
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},
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"name": {
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"dtype": "string",
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"_type": "Value"
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}
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},
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"builder_name": "prost",
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"dataset_name": "prost",
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"config_name": "default",
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"version": {
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"version_str": "1.0.1",
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"major": 1,
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"minor": 0,
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"patch": 1
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},
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"splits": {
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"test": {
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"name": "test",
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"num_bytes": 5698184,
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"num_examples": 18736,
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"dataset_name": null
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}
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},
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"download_size": 336196,
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"dataset_size": 5698184,
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"size_in_bytes": 6034380
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}
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}
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