Datasets:
Tasks:
Question Answering
Modalities:
Text
Sub-tasks:
closed-domain-qa
Languages:
English
Size:
1K - 10K
ArXiv:
License:
Convert dataset to Parquet
Browse files- README.md +81 -3
- dataset_infos.json +12 -61
- qasper/test-00000-of-00001.parquet +3 -0
- qasper/train-00000-of-00001.parquet +3 -0
- qasper/validation-00000-of-00001.parquet +3 -0
README.md
CHANGED
|
@@ -1,13 +1,10 @@
|
|
| 1 |
---
|
| 2 |
-
pretty_name: QASPER
|
| 3 |
annotations_creators:
|
| 4 |
- expert-generated
|
| 5 |
language_creators:
|
| 6 |
- expert-generated
|
| 7 |
language:
|
| 8 |
- en
|
| 9 |
-
language_bcp47:
|
| 10 |
-
- en-US
|
| 11 |
license:
|
| 12 |
- cc-by-4.0
|
| 13 |
multilinguality:
|
|
@@ -21,6 +18,87 @@ task_categories:
|
|
| 21 |
task_ids:
|
| 22 |
- closed-domain-qa
|
| 23 |
paperswithcode_id: qasper
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 24 |
---
|
| 25 |
|
| 26 |
# Dataset Card for Qasper
|
|
|
|
| 1 |
---
|
|
|
|
| 2 |
annotations_creators:
|
| 3 |
- expert-generated
|
| 4 |
language_creators:
|
| 5 |
- expert-generated
|
| 6 |
language:
|
| 7 |
- en
|
|
|
|
|
|
|
| 8 |
license:
|
| 9 |
- cc-by-4.0
|
| 10 |
multilinguality:
|
|
|
|
| 18 |
task_ids:
|
| 19 |
- closed-domain-qa
|
| 20 |
paperswithcode_id: qasper
|
| 21 |
+
pretty_name: QASPER
|
| 22 |
+
language_bcp47:
|
| 23 |
+
- en-US
|
| 24 |
+
dataset_info:
|
| 25 |
+
config_name: qasper
|
| 26 |
+
features:
|
| 27 |
+
- name: id
|
| 28 |
+
dtype: string
|
| 29 |
+
- name: title
|
| 30 |
+
dtype: string
|
| 31 |
+
- name: abstract
|
| 32 |
+
dtype: string
|
| 33 |
+
- name: full_text
|
| 34 |
+
sequence:
|
| 35 |
+
- name: section_name
|
| 36 |
+
dtype: string
|
| 37 |
+
- name: paragraphs
|
| 38 |
+
list: string
|
| 39 |
+
- name: qas
|
| 40 |
+
sequence:
|
| 41 |
+
- name: question
|
| 42 |
+
dtype: string
|
| 43 |
+
- name: question_id
|
| 44 |
+
dtype: string
|
| 45 |
+
- name: nlp_background
|
| 46 |
+
dtype: string
|
| 47 |
+
- name: topic_background
|
| 48 |
+
dtype: string
|
| 49 |
+
- name: paper_read
|
| 50 |
+
dtype: string
|
| 51 |
+
- name: search_query
|
| 52 |
+
dtype: string
|
| 53 |
+
- name: question_writer
|
| 54 |
+
dtype: string
|
| 55 |
+
- name: answers
|
| 56 |
+
sequence:
|
| 57 |
+
- name: answer
|
| 58 |
+
struct:
|
| 59 |
+
- name: unanswerable
|
| 60 |
+
dtype: bool
|
| 61 |
+
- name: extractive_spans
|
| 62 |
+
sequence: string
|
| 63 |
+
- name: yes_no
|
| 64 |
+
dtype: bool
|
| 65 |
+
- name: free_form_answer
|
| 66 |
+
dtype: string
|
| 67 |
+
- name: evidence
|
| 68 |
+
sequence: string
|
| 69 |
+
- name: highlighted_evidence
|
| 70 |
+
sequence: string
|
| 71 |
+
- name: annotation_id
|
| 72 |
+
dtype: string
|
| 73 |
+
- name: worker_id
|
| 74 |
+
dtype: string
|
| 75 |
+
- name: figures_and_tables
|
| 76 |
+
sequence:
|
| 77 |
+
- name: caption
|
| 78 |
+
dtype: string
|
| 79 |
+
- name: file
|
| 80 |
+
dtype: string
|
| 81 |
+
splits:
|
| 82 |
+
- name: train
|
| 83 |
+
num_bytes: 28466446
|
| 84 |
+
num_examples: 888
|
| 85 |
+
- name: validation
|
| 86 |
+
num_bytes: 9900193
|
| 87 |
+
num_examples: 281
|
| 88 |
+
- name: test
|
| 89 |
+
num_bytes: 15488891
|
| 90 |
+
num_examples: 416
|
| 91 |
+
download_size: 26199265
|
| 92 |
+
dataset_size: 53855530
|
| 93 |
+
configs:
|
| 94 |
+
- config_name: qasper
|
| 95 |
+
data_files:
|
| 96 |
+
- split: train
|
| 97 |
+
path: qasper/train-*
|
| 98 |
+
- split: validation
|
| 99 |
+
path: qasper/validation-*
|
| 100 |
+
- split: test
|
| 101 |
+
path: qasper/test-*
|
| 102 |
---
|
| 103 |
|
| 104 |
# Dataset Card for Qasper
|
dataset_infos.json
CHANGED
|
@@ -7,73 +7,59 @@
|
|
| 7 |
"features": {
|
| 8 |
"id": {
|
| 9 |
"dtype": "string",
|
| 10 |
-
"id": null,
|
| 11 |
"_type": "Value"
|
| 12 |
},
|
| 13 |
"title": {
|
| 14 |
"dtype": "string",
|
| 15 |
-
"id": null,
|
| 16 |
"_type": "Value"
|
| 17 |
},
|
| 18 |
"abstract": {
|
| 19 |
"dtype": "string",
|
| 20 |
-
"id": null,
|
| 21 |
"_type": "Value"
|
| 22 |
},
|
| 23 |
"full_text": {
|
| 24 |
"feature": {
|
| 25 |
"section_name": {
|
| 26 |
"dtype": "string",
|
| 27 |
-
"id": null,
|
| 28 |
"_type": "Value"
|
| 29 |
},
|
| 30 |
"paragraphs": [
|
| 31 |
{
|
| 32 |
"dtype": "string",
|
| 33 |
-
"id": null,
|
| 34 |
"_type": "Value"
|
| 35 |
}
|
| 36 |
]
|
| 37 |
},
|
| 38 |
-
"length": -1,
|
| 39 |
-
"id": null,
|
| 40 |
"_type": "Sequence"
|
| 41 |
},
|
| 42 |
"qas": {
|
| 43 |
"feature": {
|
| 44 |
"question": {
|
| 45 |
"dtype": "string",
|
| 46 |
-
"id": null,
|
| 47 |
"_type": "Value"
|
| 48 |
},
|
| 49 |
"question_id": {
|
| 50 |
"dtype": "string",
|
| 51 |
-
"id": null,
|
| 52 |
"_type": "Value"
|
| 53 |
},
|
| 54 |
"nlp_background": {
|
| 55 |
"dtype": "string",
|
| 56 |
-
"id": null,
|
| 57 |
"_type": "Value"
|
| 58 |
},
|
| 59 |
"topic_background": {
|
| 60 |
"dtype": "string",
|
| 61 |
-
"id": null,
|
| 62 |
"_type": "Value"
|
| 63 |
},
|
| 64 |
"paper_read": {
|
| 65 |
"dtype": "string",
|
| 66 |
-
"id": null,
|
| 67 |
"_type": "Value"
|
| 68 |
},
|
| 69 |
"search_query": {
|
| 70 |
"dtype": "string",
|
| 71 |
-
"id": null,
|
| 72 |
"_type": "Value"
|
| 73 |
},
|
| 74 |
"question_writer": {
|
| 75 |
"dtype": "string",
|
| 76 |
-
"id": null,
|
| 77 |
"_type": "Value"
|
| 78 |
},
|
| 79 |
"answers": {
|
|
@@ -81,95 +67,71 @@
|
|
| 81 |
"answer": {
|
| 82 |
"unanswerable": {
|
| 83 |
"dtype": "bool",
|
| 84 |
-
"id": null,
|
| 85 |
"_type": "Value"
|
| 86 |
},
|
| 87 |
"extractive_spans": {
|
| 88 |
"feature": {
|
| 89 |
"dtype": "string",
|
| 90 |
-
"id": null,
|
| 91 |
"_type": "Value"
|
| 92 |
},
|
| 93 |
-
"length": -1,
|
| 94 |
-
"id": null,
|
| 95 |
"_type": "Sequence"
|
| 96 |
},
|
| 97 |
"yes_no": {
|
| 98 |
"dtype": "bool",
|
| 99 |
-
"id": null,
|
| 100 |
"_type": "Value"
|
| 101 |
},
|
| 102 |
"free_form_answer": {
|
| 103 |
"dtype": "string",
|
| 104 |
-
"id": null,
|
| 105 |
"_type": "Value"
|
| 106 |
},
|
| 107 |
"evidence": {
|
| 108 |
"feature": {
|
| 109 |
"dtype": "string",
|
| 110 |
-
"id": null,
|
| 111 |
"_type": "Value"
|
| 112 |
},
|
| 113 |
-
"length": -1,
|
| 114 |
-
"id": null,
|
| 115 |
"_type": "Sequence"
|
| 116 |
},
|
| 117 |
"highlighted_evidence": {
|
| 118 |
"feature": {
|
| 119 |
"dtype": "string",
|
| 120 |
-
"id": null,
|
| 121 |
"_type": "Value"
|
| 122 |
},
|
| 123 |
-
"length": -1,
|
| 124 |
-
"id": null,
|
| 125 |
"_type": "Sequence"
|
| 126 |
}
|
| 127 |
},
|
| 128 |
"annotation_id": {
|
| 129 |
"dtype": "string",
|
| 130 |
-
"id": null,
|
| 131 |
"_type": "Value"
|
| 132 |
},
|
| 133 |
"worker_id": {
|
| 134 |
"dtype": "string",
|
| 135 |
-
"id": null,
|
| 136 |
"_type": "Value"
|
| 137 |
}
|
| 138 |
},
|
| 139 |
-
"length": -1,
|
| 140 |
-
"id": null,
|
| 141 |
"_type": "Sequence"
|
| 142 |
}
|
| 143 |
},
|
| 144 |
-
"length": -1,
|
| 145 |
-
"id": null,
|
| 146 |
"_type": "Sequence"
|
| 147 |
},
|
| 148 |
"figures_and_tables": {
|
| 149 |
"feature": {
|
| 150 |
"caption": {
|
| 151 |
"dtype": "string",
|
| 152 |
-
"id": null,
|
| 153 |
"_type": "Value"
|
| 154 |
},
|
| 155 |
"file": {
|
| 156 |
"dtype": "string",
|
| 157 |
-
"id": null,
|
| 158 |
"_type": "Value"
|
| 159 |
}
|
| 160 |
},
|
| 161 |
-
"length": -1,
|
| 162 |
-
"id": null,
|
| 163 |
"_type": "Sequence"
|
| 164 |
}
|
| 165 |
},
|
| 166 |
-
"
|
| 167 |
-
"
|
| 168 |
-
"builder_name": "qasper",
|
| 169 |
"config_name": "qasper",
|
| 170 |
"version": {
|
| 171 |
"version_str": "0.3.0",
|
| 172 |
-
"description": null,
|
| 173 |
"major": 0,
|
| 174 |
"minor": 3,
|
| 175 |
"patch": 0
|
|
@@ -177,36 +139,25 @@
|
|
| 177 |
"splits": {
|
| 178 |
"train": {
|
| 179 |
"name": "train",
|
| 180 |
-
"num_bytes":
|
| 181 |
"num_examples": 888,
|
| 182 |
-
"dataset_name":
|
| 183 |
},
|
| 184 |
"validation": {
|
| 185 |
"name": "validation",
|
| 186 |
-
"num_bytes":
|
| 187 |
"num_examples": 281,
|
| 188 |
-
"dataset_name":
|
| 189 |
},
|
| 190 |
"test": {
|
| 191 |
"name": "test",
|
| 192 |
-
"num_bytes":
|
| 193 |
"num_examples": 416,
|
| 194 |
-
"dataset_name":
|
| 195 |
}
|
| 196 |
},
|
| 197 |
-
"
|
| 198 |
-
|
| 199 |
-
|
| 200 |
-
"checksum": "a28fdf966db827bcee3d873107d6b6669864fb7ca8fbf73a192f5e39191bdb5a"
|
| 201 |
-
},
|
| 202 |
-
"https://qasper-dataset.s3.us-west-2.amazonaws.com/qasper-test-and-evaluator-v0.3.tgz": {
|
| 203 |
-
"num_bytes": 3865061,
|
| 204 |
-
"checksum": "72a52a41193e2838b8074f80ac074b94f956b84886c36a61c58a7df4171bdd72"
|
| 205 |
-
}
|
| 206 |
-
},
|
| 207 |
-
"download_size": 14700917,
|
| 208 |
-
"post_processing_size": null,
|
| 209 |
-
"dataset_size": 36813300,
|
| 210 |
-
"size_in_bytes": 68556447
|
| 211 |
}
|
| 212 |
-
}
|
|
|
|
| 7 |
"features": {
|
| 8 |
"id": {
|
| 9 |
"dtype": "string",
|
|
|
|
| 10 |
"_type": "Value"
|
| 11 |
},
|
| 12 |
"title": {
|
| 13 |
"dtype": "string",
|
|
|
|
| 14 |
"_type": "Value"
|
| 15 |
},
|
| 16 |
"abstract": {
|
| 17 |
"dtype": "string",
|
|
|
|
| 18 |
"_type": "Value"
|
| 19 |
},
|
| 20 |
"full_text": {
|
| 21 |
"feature": {
|
| 22 |
"section_name": {
|
| 23 |
"dtype": "string",
|
|
|
|
| 24 |
"_type": "Value"
|
| 25 |
},
|
| 26 |
"paragraphs": [
|
| 27 |
{
|
| 28 |
"dtype": "string",
|
|
|
|
| 29 |
"_type": "Value"
|
| 30 |
}
|
| 31 |
]
|
| 32 |
},
|
|
|
|
|
|
|
| 33 |
"_type": "Sequence"
|
| 34 |
},
|
| 35 |
"qas": {
|
| 36 |
"feature": {
|
| 37 |
"question": {
|
| 38 |
"dtype": "string",
|
|
|
|
| 39 |
"_type": "Value"
|
| 40 |
},
|
| 41 |
"question_id": {
|
| 42 |
"dtype": "string",
|
|
|
|
| 43 |
"_type": "Value"
|
| 44 |
},
|
| 45 |
"nlp_background": {
|
| 46 |
"dtype": "string",
|
|
|
|
| 47 |
"_type": "Value"
|
| 48 |
},
|
| 49 |
"topic_background": {
|
| 50 |
"dtype": "string",
|
|
|
|
| 51 |
"_type": "Value"
|
| 52 |
},
|
| 53 |
"paper_read": {
|
| 54 |
"dtype": "string",
|
|
|
|
| 55 |
"_type": "Value"
|
| 56 |
},
|
| 57 |
"search_query": {
|
| 58 |
"dtype": "string",
|
|
|
|
| 59 |
"_type": "Value"
|
| 60 |
},
|
| 61 |
"question_writer": {
|
| 62 |
"dtype": "string",
|
|
|
|
| 63 |
"_type": "Value"
|
| 64 |
},
|
| 65 |
"answers": {
|
|
|
|
| 67 |
"answer": {
|
| 68 |
"unanswerable": {
|
| 69 |
"dtype": "bool",
|
|
|
|
| 70 |
"_type": "Value"
|
| 71 |
},
|
| 72 |
"extractive_spans": {
|
| 73 |
"feature": {
|
| 74 |
"dtype": "string",
|
|
|
|
| 75 |
"_type": "Value"
|
| 76 |
},
|
|
|
|
|
|
|
| 77 |
"_type": "Sequence"
|
| 78 |
},
|
| 79 |
"yes_no": {
|
| 80 |
"dtype": "bool",
|
|
|
|
| 81 |
"_type": "Value"
|
| 82 |
},
|
| 83 |
"free_form_answer": {
|
| 84 |
"dtype": "string",
|
|
|
|
| 85 |
"_type": "Value"
|
| 86 |
},
|
| 87 |
"evidence": {
|
| 88 |
"feature": {
|
| 89 |
"dtype": "string",
|
|
|
|
| 90 |
"_type": "Value"
|
| 91 |
},
|
|
|
|
|
|
|
| 92 |
"_type": "Sequence"
|
| 93 |
},
|
| 94 |
"highlighted_evidence": {
|
| 95 |
"feature": {
|
| 96 |
"dtype": "string",
|
|
|
|
| 97 |
"_type": "Value"
|
| 98 |
},
|
|
|
|
|
|
|
| 99 |
"_type": "Sequence"
|
| 100 |
}
|
| 101 |
},
|
| 102 |
"annotation_id": {
|
| 103 |
"dtype": "string",
|
|
|
|
| 104 |
"_type": "Value"
|
| 105 |
},
|
| 106 |
"worker_id": {
|
| 107 |
"dtype": "string",
|
|
|
|
| 108 |
"_type": "Value"
|
| 109 |
}
|
| 110 |
},
|
|
|
|
|
|
|
| 111 |
"_type": "Sequence"
|
| 112 |
}
|
| 113 |
},
|
|
|
|
|
|
|
| 114 |
"_type": "Sequence"
|
| 115 |
},
|
| 116 |
"figures_and_tables": {
|
| 117 |
"feature": {
|
| 118 |
"caption": {
|
| 119 |
"dtype": "string",
|
|
|
|
| 120 |
"_type": "Value"
|
| 121 |
},
|
| 122 |
"file": {
|
| 123 |
"dtype": "string",
|
|
|
|
| 124 |
"_type": "Value"
|
| 125 |
}
|
| 126 |
},
|
|
|
|
|
|
|
| 127 |
"_type": "Sequence"
|
| 128 |
}
|
| 129 |
},
|
| 130 |
+
"builder_name": "parquet",
|
| 131 |
+
"dataset_name": "qasper",
|
|
|
|
| 132 |
"config_name": "qasper",
|
| 133 |
"version": {
|
| 134 |
"version_str": "0.3.0",
|
|
|
|
| 135 |
"major": 0,
|
| 136 |
"minor": 3,
|
| 137 |
"patch": 0
|
|
|
|
| 139 |
"splits": {
|
| 140 |
"train": {
|
| 141 |
"name": "train",
|
| 142 |
+
"num_bytes": 28466446,
|
| 143 |
"num_examples": 888,
|
| 144 |
+
"dataset_name": null
|
| 145 |
},
|
| 146 |
"validation": {
|
| 147 |
"name": "validation",
|
| 148 |
+
"num_bytes": 9900193,
|
| 149 |
"num_examples": 281,
|
| 150 |
+
"dataset_name": null
|
| 151 |
},
|
| 152 |
"test": {
|
| 153 |
"name": "test",
|
| 154 |
+
"num_bytes": 15488891,
|
| 155 |
"num_examples": 416,
|
| 156 |
+
"dataset_name": null
|
| 157 |
}
|
| 158 |
},
|
| 159 |
+
"download_size": 26199265,
|
| 160 |
+
"dataset_size": 53855530,
|
| 161 |
+
"size_in_bytes": 80054795
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 162 |
}
|
| 163 |
+
}
|
qasper/test-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d9a528ef4296b1902f32abee24e2703ae8fd729771641c4e492b3ce465e2071e
|
| 3 |
+
size 7075110
|
qasper/train-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6530eb46c6768883502c6c379469e2529589a5c19e0c6dc01e8a0b632b906007
|
| 3 |
+
size 14374787
|
qasper/validation-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:079fa59f523d1b4c7d441496e00fb4d40eed1103f691d2f7c5b548b3e71719e2
|
| 3 |
+
size 4749368
|