Datasets:
metadata: added Croissant metadata
Browse files- croissant.json +691 -0
croissant.json
ADDED
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@@ -0,0 +1,691 @@
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| 1 |
+
{
|
| 2 |
+
"@context": {
|
| 3 |
+
"@language": "en",
|
| 4 |
+
"@vocab": "https://schema.org/",
|
| 5 |
+
"arrayShape": "cr:arrayShape",
|
| 6 |
+
"citeAs": "cr:citeAs",
|
| 7 |
+
"column": "cr:column",
|
| 8 |
+
"conformsTo": "dct:conformsTo",
|
| 9 |
+
"containedIn": "cr:containedIn",
|
| 10 |
+
"cr": "http://mlcommons.org/croissant/",
|
| 11 |
+
"data": { "@id": "cr:data", "@type": "@json" },
|
| 12 |
+
"dataCollection": "cr:dataCollection",
|
| 13 |
+
"dataType": { "@id": "cr:dataType", "@type": "@vocab" },
|
| 14 |
+
"dct": "http://purl.org/dc/terms/",
|
| 15 |
+
"extract": "cr:extract",
|
| 16 |
+
"field": "cr:field",
|
| 17 |
+
"fileProperty": "cr:fileProperty",
|
| 18 |
+
"fileObject": "cr:fileObject",
|
| 19 |
+
"fileSet": "cr:fileSet",
|
| 20 |
+
"format": "cr:format",
|
| 21 |
+
"includes": "cr:includes",
|
| 22 |
+
"isArray": "cr:isArray",
|
| 23 |
+
"isLiveDataset": "cr:isLiveDataset",
|
| 24 |
+
"jsonPath": "cr:jsonPath",
|
| 25 |
+
"key": "cr:key",
|
| 26 |
+
"md5": "cr:md5",
|
| 27 |
+
"parentField": "cr:parentField",
|
| 28 |
+
"path": "cr:path",
|
| 29 |
+
"recordSet": "cr:recordSet",
|
| 30 |
+
"references": "cr:references",
|
| 31 |
+
"regex": "cr:regex",
|
| 32 |
+
"repeated": "cr:repeated",
|
| 33 |
+
"replace": "cr:replace",
|
| 34 |
+
"sc": "https://schema.org/",
|
| 35 |
+
"separator": "cr:separator",
|
| 36 |
+
"source": "cr:source",
|
| 37 |
+
"subField": "cr:subField",
|
| 38 |
+
"transform": "cr:transform",
|
| 39 |
+
"rai": "http://mlcommons.org/croissant/rai/",
|
| 40 |
+
"prov": "http://www.w3.org/ns/prov#",
|
| 41 |
+
"dataLimitations": "rai:dataLimitations",
|
| 42 |
+
"dataBiases": "rai:dataBiases",
|
| 43 |
+
"personalSensitiveInformation": "rai:personalSensitiveInformation",
|
| 44 |
+
"dataUseCases": "rai:dataUseCases",
|
| 45 |
+
"dataSocialImpact": "rai:dataSocialImpact",
|
| 46 |
+
"hasSyntheticData": "rai:hasSyntheticData",
|
| 47 |
+
"wasDerivedFrom": "prov:wasDerivedFrom",
|
| 48 |
+
"wasGeneratedBy": "prov:wasGeneratedBy"
|
| 49 |
+
},
|
| 50 |
+
"@type": "sc:Dataset",
|
| 51 |
+
"distribution": [
|
| 52 |
+
{
|
| 53 |
+
"@type": "cr:FileObject",
|
| 54 |
+
"@id": "repo",
|
| 55 |
+
"name": "repo",
|
| 56 |
+
"description": "The Hugging Face git repository.",
|
| 57 |
+
"contentUrl": "https://huggingface.co/datasets/shadow-bench/ShadowBench/tree/refs%2Fconvert%2Fparquet",
|
| 58 |
+
"encodingFormat": "git+https",
|
| 59 |
+
"sha256": "https://github.com/mlcommons/croissant/issues/80"
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"@type": "cr:FileSet",
|
| 63 |
+
"@id": "parquet-files-for-config-entertainment",
|
| 64 |
+
"containedIn": { "@id": "repo" },
|
| 65 |
+
"encodingFormat": "application/x-parquet",
|
| 66 |
+
"includes": "entertainment/*/*.parquet"
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"@type": "cr:FileSet",
|
| 70 |
+
"@id": "parquet-files-for-config-sports",
|
| 71 |
+
"containedIn": { "@id": "repo" },
|
| 72 |
+
"encodingFormat": "application/x-parquet",
|
| 73 |
+
"includes": "sports/*/*.parquet"
|
| 74 |
+
},
|
| 75 |
+
{
|
| 76 |
+
"@type": "cr:FileSet",
|
| 77 |
+
"@id": "parquet-files-for-config-technology",
|
| 78 |
+
"containedIn": { "@id": "repo" },
|
| 79 |
+
"encodingFormat": "application/x-parquet",
|
| 80 |
+
"includes": "technology/*/*.parquet"
|
| 81 |
+
}
|
| 82 |
+
],
|
| 83 |
+
"recordSet": [
|
| 84 |
+
{
|
| 85 |
+
"@type": "cr:RecordSet",
|
| 86 |
+
"dataType": "cr:Split",
|
| 87 |
+
"key": { "@id": "entertainment_splits/split_name" },
|
| 88 |
+
"@id": "entertainment_splits",
|
| 89 |
+
"name": "entertainment_splits",
|
| 90 |
+
"description": "Splits for the entertainment config.",
|
| 91 |
+
"field": [
|
| 92 |
+
{
|
| 93 |
+
"@type": "cr:Field",
|
| 94 |
+
"@id": "entertainment_splits/split_name",
|
| 95 |
+
"dataType": "sc:Text"
|
| 96 |
+
}
|
| 97 |
+
],
|
| 98 |
+
"data": [
|
| 99 |
+
{ "entertainment_splits/split_name": "upper_shadow" },
|
| 100 |
+
{ "entertainment_splits/split_name": "lower_shadow" },
|
| 101 |
+
{
|
| 102 |
+
"entertainment_splits/split_name": "upper_shadow_controlled"
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"entertainment_splits/split_name": "lower_shadow_controlled"
|
| 106 |
+
},
|
| 107 |
+
{ "entertainment_splits/split_name": "upper_direct" },
|
| 108 |
+
{ "entertainment_splits/split_name": "lower_direct" }
|
| 109 |
+
]
|
| 110 |
+
},
|
| 111 |
+
{
|
| 112 |
+
"@type": "cr:RecordSet",
|
| 113 |
+
"@id": "entertainment",
|
| 114 |
+
"description": "shadow-bench/ShadowBench - 'entertainment' subset\n\nAdditional information:\n- 6 splits: upper_shadow, lower_shadow, upper_shadow_controlled, lower_shadow_controlled, upper_direct, lower_direct",
|
| 115 |
+
"field": [
|
| 116 |
+
{
|
| 117 |
+
"@type": "cr:Field",
|
| 118 |
+
"@id": "entertainment/split",
|
| 119 |
+
"dataType": "sc:Text",
|
| 120 |
+
"source": {
|
| 121 |
+
"fileSet": {
|
| 122 |
+
"@id": "parquet-files-for-config-entertainment"
|
| 123 |
+
},
|
| 124 |
+
"extract": { "fileProperty": "fullpath" },
|
| 125 |
+
"transform": {
|
| 126 |
+
"regex": "entertainment/(?:partial-)?(upper_shadow|lower_shadow|upper_shadow_controlled|lower_shadow_controlled|upper_direct|lower_direct)/.+parquet$"
|
| 127 |
+
}
|
| 128 |
+
},
|
| 129 |
+
"references": {
|
| 130 |
+
"field": { "@id": "entertainment_splits/split_name" }
|
| 131 |
+
}
|
| 132 |
+
},
|
| 133 |
+
{
|
| 134 |
+
"@type": "cr:Field",
|
| 135 |
+
"@id": "entertainment/entity",
|
| 136 |
+
"dataType": "sc:Text",
|
| 137 |
+
"source": {
|
| 138 |
+
"fileSet": {
|
| 139 |
+
"@id": "parquet-files-for-config-entertainment"
|
| 140 |
+
},
|
| 141 |
+
"extract": { "column": "entity" }
|
| 142 |
+
}
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"@type": "cr:Field",
|
| 146 |
+
"@id": "entertainment/question",
|
| 147 |
+
"dataType": "sc:Text",
|
| 148 |
+
"source": {
|
| 149 |
+
"fileSet": {
|
| 150 |
+
"@id": "parquet-files-for-config-entertainment"
|
| 151 |
+
},
|
| 152 |
+
"extract": { "column": "question" }
|
| 153 |
+
}
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"@type": "cr:Field",
|
| 157 |
+
"@id": "entertainment/choices",
|
| 158 |
+
"subField": [
|
| 159 |
+
{
|
| 160 |
+
"@type": "cr:Field",
|
| 161 |
+
"@id": "entertainment/choices/A",
|
| 162 |
+
"dataType": "sc:Text",
|
| 163 |
+
"source": {
|
| 164 |
+
"fileSet": {
|
| 165 |
+
"@id": "parquet-files-for-config-entertainment"
|
| 166 |
+
},
|
| 167 |
+
"extract": { "column": "choices" },
|
| 168 |
+
"transform": { "jsonPath": "A" }
|
| 169 |
+
}
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"@type": "cr:Field",
|
| 173 |
+
"@id": "entertainment/choices/B",
|
| 174 |
+
"dataType": "sc:Text",
|
| 175 |
+
"source": {
|
| 176 |
+
"fileSet": {
|
| 177 |
+
"@id": "parquet-files-for-config-entertainment"
|
| 178 |
+
},
|
| 179 |
+
"extract": { "column": "choices" },
|
| 180 |
+
"transform": { "jsonPath": "B" }
|
| 181 |
+
}
|
| 182 |
+
},
|
| 183 |
+
{
|
| 184 |
+
"@type": "cr:Field",
|
| 185 |
+
"@id": "entertainment/choices/C",
|
| 186 |
+
"dataType": "sc:Text",
|
| 187 |
+
"source": {
|
| 188 |
+
"fileSet": {
|
| 189 |
+
"@id": "parquet-files-for-config-entertainment"
|
| 190 |
+
},
|
| 191 |
+
"extract": { "column": "choices" },
|
| 192 |
+
"transform": { "jsonPath": "C" }
|
| 193 |
+
}
|
| 194 |
+
},
|
| 195 |
+
{
|
| 196 |
+
"@type": "cr:Field",
|
| 197 |
+
"@id": "entertainment/choices/D",
|
| 198 |
+
"dataType": "sc:Text",
|
| 199 |
+
"source": {
|
| 200 |
+
"fileSet": {
|
| 201 |
+
"@id": "parquet-files-for-config-entertainment"
|
| 202 |
+
},
|
| 203 |
+
"extract": { "column": "choices" },
|
| 204 |
+
"transform": { "jsonPath": "D" }
|
| 205 |
+
}
|
| 206 |
+
}
|
| 207 |
+
]
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"@type": "cr:Field",
|
| 211 |
+
"@id": "entertainment/answer",
|
| 212 |
+
"dataType": "sc:Text",
|
| 213 |
+
"source": {
|
| 214 |
+
"fileSet": {
|
| 215 |
+
"@id": "parquet-files-for-config-entertainment"
|
| 216 |
+
},
|
| 217 |
+
"extract": { "column": "answer" }
|
| 218 |
+
}
|
| 219 |
+
},
|
| 220 |
+
{
|
| 221 |
+
"@type": "cr:Field",
|
| 222 |
+
"@id": "entertainment/metadata",
|
| 223 |
+
"subField": [
|
| 224 |
+
{
|
| 225 |
+
"@type": "cr:Field",
|
| 226 |
+
"@id": "entertainment/metadata/A_0",
|
| 227 |
+
"dataType": "sc:Text",
|
| 228 |
+
"source": {
|
| 229 |
+
"fileSet": {
|
| 230 |
+
"@id": "parquet-files-for-config-entertainment"
|
| 231 |
+
},
|
| 232 |
+
"extract": { "column": "metadata" },
|
| 233 |
+
"transform": { "jsonPath": "A" }
|
| 234 |
+
}
|
| 235 |
+
},
|
| 236 |
+
{
|
| 237 |
+
"@type": "cr:Field",
|
| 238 |
+
"@id": "entertainment/metadata/B_0",
|
| 239 |
+
"dataType": "sc:Text",
|
| 240 |
+
"source": {
|
| 241 |
+
"fileSet": {
|
| 242 |
+
"@id": "parquet-files-for-config-entertainment"
|
| 243 |
+
},
|
| 244 |
+
"extract": { "column": "metadata" },
|
| 245 |
+
"transform": { "jsonPath": "B" }
|
| 246 |
+
}
|
| 247 |
+
},
|
| 248 |
+
{
|
| 249 |
+
"@type": "cr:Field",
|
| 250 |
+
"@id": "entertainment/metadata/C_0",
|
| 251 |
+
"dataType": "sc:Text",
|
| 252 |
+
"source": {
|
| 253 |
+
"fileSet": {
|
| 254 |
+
"@id": "parquet-files-for-config-entertainment"
|
| 255 |
+
},
|
| 256 |
+
"extract": { "column": "metadata" },
|
| 257 |
+
"transform": { "jsonPath": "C" }
|
| 258 |
+
}
|
| 259 |
+
},
|
| 260 |
+
{
|
| 261 |
+
"@type": "cr:Field",
|
| 262 |
+
"@id": "entertainment/metadata/D_0",
|
| 263 |
+
"dataType": "sc:Text",
|
| 264 |
+
"source": {
|
| 265 |
+
"fileSet": {
|
| 266 |
+
"@id": "parquet-files-for-config-entertainment"
|
| 267 |
+
},
|
| 268 |
+
"extract": { "column": "metadata" },
|
| 269 |
+
"transform": { "jsonPath": "D" }
|
| 270 |
+
}
|
| 271 |
+
}
|
| 272 |
+
]
|
| 273 |
+
}
|
| 274 |
+
]
|
| 275 |
+
},
|
| 276 |
+
{
|
| 277 |
+
"@type": "cr:RecordSet",
|
| 278 |
+
"dataType": "cr:Split",
|
| 279 |
+
"key": { "@id": "sports_splits/split_name" },
|
| 280 |
+
"@id": "sports_splits",
|
| 281 |
+
"name": "sports_splits",
|
| 282 |
+
"description": "Splits for the sports config.",
|
| 283 |
+
"field": [
|
| 284 |
+
{
|
| 285 |
+
"@type": "cr:Field",
|
| 286 |
+
"@id": "sports_splits/split_name",
|
| 287 |
+
"dataType": "sc:Text"
|
| 288 |
+
}
|
| 289 |
+
],
|
| 290 |
+
"data": [
|
| 291 |
+
{ "sports_splits/split_name": "upper_shadow" },
|
| 292 |
+
{ "sports_splits/split_name": "lower_shadow" },
|
| 293 |
+
{ "sports_splits/split_name": "upper_shadow_controlled" },
|
| 294 |
+
{ "sports_splits/split_name": "lower_shadow_controlled" },
|
| 295 |
+
{ "sports_splits/split_name": "upper_direct" },
|
| 296 |
+
{ "sports_splits/split_name": "lower_direct" }
|
| 297 |
+
]
|
| 298 |
+
},
|
| 299 |
+
{
|
| 300 |
+
"@type": "cr:RecordSet",
|
| 301 |
+
"@id": "sports",
|
| 302 |
+
"description": "shadow-bench/ShadowBench - 'sports' subset\n\nAdditional information:\n- 6 splits: upper_shadow, lower_shadow, upper_shadow_controlled, lower_shadow_controlled, upper_direct, lower_direct",
|
| 303 |
+
"field": [
|
| 304 |
+
{
|
| 305 |
+
"@type": "cr:Field",
|
| 306 |
+
"@id": "sports/split",
|
| 307 |
+
"dataType": "sc:Text",
|
| 308 |
+
"source": {
|
| 309 |
+
"fileSet": { "@id": "parquet-files-for-config-sports" },
|
| 310 |
+
"extract": { "fileProperty": "fullpath" },
|
| 311 |
+
"transform": {
|
| 312 |
+
"regex": "sports/(?:partial-)?(upper_shadow|lower_shadow|upper_shadow_controlled|lower_shadow_controlled|upper_direct|lower_direct)/.+parquet$"
|
| 313 |
+
}
|
| 314 |
+
},
|
| 315 |
+
"references": {
|
| 316 |
+
"field": { "@id": "sports_splits/split_name" }
|
| 317 |
+
}
|
| 318 |
+
},
|
| 319 |
+
{
|
| 320 |
+
"@type": "cr:Field",
|
| 321 |
+
"@id": "sports/entity",
|
| 322 |
+
"dataType": "sc:Text",
|
| 323 |
+
"source": {
|
| 324 |
+
"fileSet": { "@id": "parquet-files-for-config-sports" },
|
| 325 |
+
"extract": { "column": "entity" }
|
| 326 |
+
}
|
| 327 |
+
},
|
| 328 |
+
{
|
| 329 |
+
"@type": "cr:Field",
|
| 330 |
+
"@id": "sports/question",
|
| 331 |
+
"dataType": "sc:Text",
|
| 332 |
+
"source": {
|
| 333 |
+
"fileSet": { "@id": "parquet-files-for-config-sports" },
|
| 334 |
+
"extract": { "column": "question" }
|
| 335 |
+
}
|
| 336 |
+
},
|
| 337 |
+
{
|
| 338 |
+
"@type": "cr:Field",
|
| 339 |
+
"@id": "sports/choices",
|
| 340 |
+
"subField": [
|
| 341 |
+
{
|
| 342 |
+
"@type": "cr:Field",
|
| 343 |
+
"@id": "sports/choices/A_0_0",
|
| 344 |
+
"dataType": "sc:Text",
|
| 345 |
+
"source": {
|
| 346 |
+
"fileSet": {
|
| 347 |
+
"@id": "parquet-files-for-config-sports"
|
| 348 |
+
},
|
| 349 |
+
"extract": { "column": "choices" },
|
| 350 |
+
"transform": { "jsonPath": "A" }
|
| 351 |
+
}
|
| 352 |
+
},
|
| 353 |
+
{
|
| 354 |
+
"@type": "cr:Field",
|
| 355 |
+
"@id": "sports/choices/B_0_0",
|
| 356 |
+
"dataType": "sc:Text",
|
| 357 |
+
"source": {
|
| 358 |
+
"fileSet": {
|
| 359 |
+
"@id": "parquet-files-for-config-sports"
|
| 360 |
+
},
|
| 361 |
+
"extract": { "column": "choices" },
|
| 362 |
+
"transform": { "jsonPath": "B" }
|
| 363 |
+
}
|
| 364 |
+
},
|
| 365 |
+
{
|
| 366 |
+
"@type": "cr:Field",
|
| 367 |
+
"@id": "sports/choices/C_0_0",
|
| 368 |
+
"dataType": "sc:Text",
|
| 369 |
+
"source": {
|
| 370 |
+
"fileSet": {
|
| 371 |
+
"@id": "parquet-files-for-config-sports"
|
| 372 |
+
},
|
| 373 |
+
"extract": { "column": "choices" },
|
| 374 |
+
"transform": { "jsonPath": "C" }
|
| 375 |
+
}
|
| 376 |
+
},
|
| 377 |
+
{
|
| 378 |
+
"@type": "cr:Field",
|
| 379 |
+
"@id": "sports/choices/D_0_0",
|
| 380 |
+
"dataType": "sc:Text",
|
| 381 |
+
"source": {
|
| 382 |
+
"fileSet": {
|
| 383 |
+
"@id": "parquet-files-for-config-sports"
|
| 384 |
+
},
|
| 385 |
+
"extract": { "column": "choices" },
|
| 386 |
+
"transform": { "jsonPath": "D" }
|
| 387 |
+
}
|
| 388 |
+
}
|
| 389 |
+
]
|
| 390 |
+
},
|
| 391 |
+
{
|
| 392 |
+
"@type": "cr:Field",
|
| 393 |
+
"@id": "sports/answer",
|
| 394 |
+
"dataType": "sc:Text",
|
| 395 |
+
"source": {
|
| 396 |
+
"fileSet": { "@id": "parquet-files-for-config-sports" },
|
| 397 |
+
"extract": { "column": "answer" }
|
| 398 |
+
}
|
| 399 |
+
},
|
| 400 |
+
{
|
| 401 |
+
"@type": "cr:Field",
|
| 402 |
+
"@id": "sports/metadata",
|
| 403 |
+
"subField": [
|
| 404 |
+
{
|
| 405 |
+
"@type": "cr:Field",
|
| 406 |
+
"@id": "sports/metadata/A_0_0_0",
|
| 407 |
+
"dataType": "sc:Text",
|
| 408 |
+
"source": {
|
| 409 |
+
"fileSet": {
|
| 410 |
+
"@id": "parquet-files-for-config-sports"
|
| 411 |
+
},
|
| 412 |
+
"extract": { "column": "metadata" },
|
| 413 |
+
"transform": { "jsonPath": "A" }
|
| 414 |
+
}
|
| 415 |
+
},
|
| 416 |
+
{
|
| 417 |
+
"@type": "cr:Field",
|
| 418 |
+
"@id": "sports/metadata/B_0_0_0",
|
| 419 |
+
"dataType": "sc:Text",
|
| 420 |
+
"source": {
|
| 421 |
+
"fileSet": {
|
| 422 |
+
"@id": "parquet-files-for-config-sports"
|
| 423 |
+
},
|
| 424 |
+
"extract": { "column": "metadata" },
|
| 425 |
+
"transform": { "jsonPath": "B" }
|
| 426 |
+
}
|
| 427 |
+
},
|
| 428 |
+
{
|
| 429 |
+
"@type": "cr:Field",
|
| 430 |
+
"@id": "sports/metadata/C_0_0_0",
|
| 431 |
+
"dataType": "sc:Text",
|
| 432 |
+
"source": {
|
| 433 |
+
"fileSet": {
|
| 434 |
+
"@id": "parquet-files-for-config-sports"
|
| 435 |
+
},
|
| 436 |
+
"extract": { "column": "metadata" },
|
| 437 |
+
"transform": { "jsonPath": "C" }
|
| 438 |
+
}
|
| 439 |
+
},
|
| 440 |
+
{
|
| 441 |
+
"@type": "cr:Field",
|
| 442 |
+
"@id": "sports/metadata/D_0_0_0",
|
| 443 |
+
"dataType": "sc:Text",
|
| 444 |
+
"source": {
|
| 445 |
+
"fileSet": {
|
| 446 |
+
"@id": "parquet-files-for-config-sports"
|
| 447 |
+
},
|
| 448 |
+
"extract": { "column": "metadata" },
|
| 449 |
+
"transform": { "jsonPath": "D" }
|
| 450 |
+
}
|
| 451 |
+
}
|
| 452 |
+
]
|
| 453 |
+
}
|
| 454 |
+
]
|
| 455 |
+
},
|
| 456 |
+
{
|
| 457 |
+
"@type": "cr:RecordSet",
|
| 458 |
+
"dataType": "cr:Split",
|
| 459 |
+
"key": { "@id": "technology_splits/split_name" },
|
| 460 |
+
"@id": "technology_splits",
|
| 461 |
+
"name": "technology_splits",
|
| 462 |
+
"description": "Splits for the technology config.",
|
| 463 |
+
"field": [
|
| 464 |
+
{
|
| 465 |
+
"@type": "cr:Field",
|
| 466 |
+
"@id": "technology_splits/split_name",
|
| 467 |
+
"dataType": "sc:Text"
|
| 468 |
+
}
|
| 469 |
+
],
|
| 470 |
+
"data": [
|
| 471 |
+
{ "technology_splits/split_name": "upper_shadow" },
|
| 472 |
+
{ "technology_splits/split_name": "lower_shadow" },
|
| 473 |
+
{ "technology_splits/split_name": "upper_shadow_controlled" },
|
| 474 |
+
{ "technology_splits/split_name": "lower_shadow_controlled" },
|
| 475 |
+
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"conformsTo": "http://mlcommons.org/croissant/1.1",
|
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"name": "ShadowBench",
|
| 647 |
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"description": "\n\t\n\t\t\n\t\tShadowBench: A Hardened Benchmark for Latent Entity Association\n\t\n\nShadowBench is a diagnostic framework designed to evaluate the \"Shadow Knowledge\" of Large Language Models (LLMs). While traditional benchmarks measure factual recall using explicit entity names (e.g., \"Elon Musk\"), ShadowBench evaluates whether a model can navigate its internal knowledge graph when these lexical anchors are removed.\n\n\t\n\t\t\n\t\n\t\n\t\tDataset Summary\n\t\n\nThe core task in ShadowBench is Dual-Trait Association… See the full description on the dataset page: https://huggingface.co/datasets/shadow-bench/ShadowBench.",
|
| 648 |
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"alternateName": ["shadow-bench/ShadowBench"],
|
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|
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|
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"name": "ShadowBench",
|
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"url": "https://huggingface.co/shadow-bench"
|
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},
|
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"keywords": [
|
| 655 |
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"question-answering",
|
| 656 |
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"multiple-choice",
|
| 657 |
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"English",
|
| 658 |
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"cc-by-sa-4.0",
|
| 659 |
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"10K - 100K",
|
| 660 |
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"parquet",
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"Text",
|
| 662 |
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"Datasets",
|
| 663 |
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"pandas",
|
| 664 |
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"Polars",
|
| 665 |
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"Croissant",
|
| 666 |
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"🇺🇸 Region: US",
|
| 667 |
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"knowledge-probing",
|
| 668 |
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"llm-evaluation",
|
| 669 |
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"entity-resolution",
|
| 670 |
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"machine-unlearning"
|
| 671 |
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],
|
| 672 |
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"license": "https://choosealicense.com/licenses/cc-by-sa-4.0/",
|
| 673 |
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"url": "https://huggingface.co/datasets/shadow-bench/ShadowBench",
|
| 674 |
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"rai:dataLimitations": "The dataset is limited to English-language Wikipedia records and three specific domains: Technology, Sports (Tennis), and Entertainment (Actors). It is restricted to the January 1, 2023 Wikipedia snapshot and may not reflect real-world changes or entities emerging after this date.",
|
| 675 |
+
"rai:dataBiases": "The dataset contains an intentional popularity bias used to evaluate the 'Knowledge Cliff' phenomenon. There is a potential demographic skew reflecting Wikipedia's historical representation patterns, primarily favoring Western-centric public figures.",
|
| 676 |
+
"rai:personalSensitiveInformation": "The dataset contains names and biographical facts of public figures (celebrities, tech executives, athletes). It does not contain private PII, non-public contact information, medical data, or financial records.",
|
| 677 |
+
"rai:dataUseCases": "Intended for the evaluation of latent knowledge representation in LLMs and the diagnostic testing of Machine Unlearning robustness. It is not intended for use as a training or fine-tuning corpus.",
|
| 678 |
+
"rai:dataSocialImpact": "ShadowBench aims to improve AI safety by exposing vulnerabilities in privacy-preserving unlearning methods. It highlights the risk of 'Superficial Forgetting' where sensitive information remains retrievable via latent associations.",
|
| 679 |
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"rai:hasSyntheticData": false,
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| 680 |
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| 681 |
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{
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| 682 |
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"@type": "sc:Dataset",
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| 683 |
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"url": "https://en.wikipedia.org/",
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| 684 |
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"description": "English Wikipedia Snapshot (January 1, 2023)"
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| 685 |
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}
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],
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| 687 |
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| 688 |
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"@type": "prov:Activity",
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| 689 |
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"description": "The dataset was generated through a multi-stage pipeline: (1) Breadth-First Search (BFS) Wikipedia category traversal, (2) Named Entity Recognition (NER) for factual density filtering, (3) Lexical and syntactic anonymization of pronouns and entity names, (4) Generational Proximity Filtering for distractor matching, and (5) a human-in-the-loop audit for bijective mapping and factual accuracy."
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| 690 |
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}
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| 691 |
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}
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