Datasets:
Tasks:
Question Answering
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
ArXiv:
License:
Convert dataset to Parquet
Browse filesConvert dataset to Parquet.
- .gitattributes +1 -0
- README.md +39 -0
- data/test-00000-of-00001.parquet +3 -0
- dataset_infos.json +75 -1
.gitattributes
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@@ -15,3 +15,4 @@
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*.pt filter=lfs diff=lfs merge=lfs -text
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*.pth filter=lfs diff=lfs merge=lfs -text
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data/default.jsonl filter=lfs diff=lfs merge=lfs -text
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*.pt filter=lfs diff=lfs merge=lfs -text
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*.pth filter=lfs diff=lfs merge=lfs -text
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data/default.jsonl filter=lfs diff=lfs merge=lfs -text
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data/test-00000-of-00001.parquet filter=lfs diff=lfs merge=lfs -text
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README.md
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@@ -21,6 +21,45 @@ task_categories:
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task_ids:
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- multiple-choice-qa
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- open-domain-qa
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---
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# PROST: Physical Reasoning about Objects Through Space and Time
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task_ids:
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- multiple-choice-qa
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- open-domain-qa
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configs:
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- config_name: default
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data_files:
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- split: test
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path: data/test-*
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dataset_info:
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features:
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- name: A
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dtype: string
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- name: B
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dtype: string
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- name: C
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dtype: string
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- name: D
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dtype: string
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- name: context
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dtype: string
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- name: question
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dtype: string
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- name: ex_question
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dtype: string
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- name: group
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dtype: string
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- name: label
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dtype:
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class_label:
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names:
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'0': A
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'1': B
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'2': C
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'3': D
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- name: name
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dtype: string
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splits:
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- name: test
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num_bytes: 5698184
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num_examples: 18736
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download_size: 336196
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dataset_size: 5698184
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---
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# PROST: Physical Reasoning about Objects Through Space and Time
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data/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:71e042a340deff611e48d25ae864290adf49993c9fda60f1fee26432222d426b
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size 336196
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dataset_infos.json
CHANGED
@@ -1 +1,75 @@
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-
{
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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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