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Datasets:
McGill-NLP
/
GlobalNLI

Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Sub-tasks:
natural-language-inference
Languages:
Amharic
Arabic
Assamese
Size:
10K - 100K
Tags:
global_nli
globalnli
Libraries:
Datasets
pandas
License:
Dataset card Data Studio Files
xet
Community
1
vivekvermaiit commited on
Commit
0fc9921
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Initial commit for GlobalNLI dataset

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  1. .gitattributes +1 -0
  2. .gitignore +2 -0
  3. README.md +563 -0
  4. data/amh/.ipynb_checkpoints/dev-checkpoint.csv +3 -0
  5. data/amh/.ipynb_checkpoints/test-checkpoint.csv +3 -0
  6. data/amh/dev.csv +3 -0
  7. data/amh/test.csv +3 -0
  8. data/ara/dev.csv +3 -0
  9. data/ara/test.csv +3 -0
  10. data/asm/.ipynb_checkpoints/dev-checkpoint.csv +3 -0
  11. data/asm/.ipynb_checkpoints/test-checkpoint.csv +3 -0
  12. data/asm/dev.csv +3 -0
  13. data/asm/test.csv +3 -0
  14. data/aym/.ipynb_checkpoints/dev-checkpoint.csv +3 -0
  15. data/aym/.ipynb_checkpoints/test-checkpoint.csv +3 -0
  16. data/aym/dev.csv +3 -0
  17. data/aym/test.csv +3 -0
  18. data/ben/.ipynb_checkpoints/test-checkpoint.csv +3 -0
  19. data/ben/dev.csv +3 -0
  20. data/ben/test.csv +3 -0
  21. data/bul/dev.csv +3 -0
  22. data/bul/test.csv +3 -0
  23. data/bzd/.ipynb_checkpoints/dev-checkpoint.csv +3 -0
  24. data/bzd/dev.csv +3 -0
  25. data/bzd/test.csv +3 -0
  26. data/cat/.ipynb_checkpoints/dev-checkpoint.csv +3 -0
  27. data/cat/.ipynb_checkpoints/test-checkpoint.csv +3 -0
  28. data/cat/dev.csv +3 -0
  29. data/cat/test.csv +3 -0
  30. data/cni/dev.csv +3 -0
  31. data/cni/test.csv +3 -0
  32. data/deu/dev.csv +3 -0
  33. data/deu/test.csv +3 -0
  34. data/ell/dev.csv +3 -0
  35. data/ell/test.csv +3 -0
  36. data/eng/.ipynb_checkpoints/dev-checkpoint.csv +3 -0
  37. data/eng/.ipynb_checkpoints/test-checkpoint.csv +3 -0
  38. data/eng/dev.csv +3 -0
  39. data/eng/test.csv +3 -0
  40. data/ewe/dev.csv +3 -0
  41. data/ewe/test.csv +3 -0
  42. data/fra/.ipynb_checkpoints/dev-checkpoint.csv +3 -0
  43. data/fra/.ipynb_checkpoints/test-checkpoint.csv +3 -0
  44. data/fra/dev.csv +3 -0
  45. data/fra/test.csv +3 -0
  46. data/grn/dev.csv +3 -0
  47. data/grn/test.csv +3 -0
  48. data/guj/.ipynb_checkpoints/test-checkpoint.csv +3 -0
  49. data/guj/dev.csv +3 -0
  50. data/guj/test.csv +3 -0
.gitattributes ADDED
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+ *.csv filter=lfs diff=lfs merge=lfs -text
.gitignore ADDED
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+ .DS_Store
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+ .idea/*
README.md ADDED
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1
+ ---
2
+ license: apache-2.0
3
+ language:
4
+ - amh
5
+ - ara
6
+ - asm
7
+ - aym
8
+ - ben
9
+ - bul
10
+ - bzd
11
+ - cat
12
+ - cni
13
+ - deu
14
+ - ell
15
+ - eng
16
+ - ewe
17
+ - fra
18
+ - grn
19
+ - guj
20
+ - hau
21
+ - hch
22
+ - hin
23
+ - ibo
24
+ - ind
25
+ - jpn
26
+ - kan
27
+ - kin
28
+ - kor
29
+ - lin
30
+ - lug
31
+ - mal
32
+ - mar
33
+ - mya
34
+ - nah
35
+ - ori
36
+ - orm
37
+ - oto
38
+ - pan
39
+ - pat
40
+ - pol
41
+ - por
42
+ - quy
43
+ - ron
44
+ - rus
45
+ - shp
46
+ - sna
47
+ - sot
48
+ - spa
49
+ - swa
50
+ - tam
51
+ - tar
52
+ - tel
53
+ - tha
54
+ - tur
55
+ - twi
56
+ - urd
57
+ - vie
58
+ - wol
59
+ - xho
60
+ - yor
61
+ - zho
62
+ - zul
63
+
64
+ size_categories:
65
+ - n<1K
66
+
67
+ multilinguality:
68
+ - multilingual
69
+
70
+ pretty_name: globalnli
71
+
72
+ language_details: eng, amh, asm, aym, ara, ben, bul, bzd, cat, cni, deu, ell, ewe, fra, grn, guj, hau, hch, hin, ibo, ind, jpn, kan, kin, kor, lin, lug, mal, mar, mya, nah, ori, orm, oto, pan, pat, pol, por, quy, ron, rus, shp, sna, sot, spa, swa, tam, tar, tel, tha, tur, twi, urd, vie, wol, xho, yor, zho, zul
73
+
74
+ source_datasets:
75
+ - XNLI, AfriXNLI, IndicXNLI, AmericasNLI [30], XNLI-ca, myXNLI, IndoNLI, JNLI , InferBR, sick_pl, JamPatoisNLI, KLUE, RoNLI.
76
+
77
+ tags:
78
+ - global_nli
79
+ - globalnli
80
+
81
+ task_categories:
82
+ - text-classification
83
+
84
+ task_ids:
85
+ - natural-language-inference
86
+
87
+ configs:
88
+ - config_name: amh
89
+ data_files:
90
+ - split: validation
91
+ path: data/amh/dev.csv
92
+ - split: test
93
+ path: data/amh/test.csv
94
+ - config_name: ara
95
+ data_files:
96
+ - split: validation
97
+ path: data/ara/dev.csv
98
+ - split: test
99
+ path: data/ara/test.csv
100
+ - config_name: asm
101
+ data_files:
102
+ - split: validation
103
+ path: data/asm/dev.csv
104
+ - split: test
105
+ path: data/asm/test.csv
106
+ - config_name: aym
107
+ data_files:
108
+ - split: validation
109
+ path: data/aym/dev.csv
110
+ - split: test
111
+ path: data/aym/test.csv
112
+ - config_name: ben
113
+ data_files:
114
+ - split: validation
115
+ path: data/ben/dev.csv
116
+ - split: test
117
+ path: data/ben/test.csv
118
+ - config_name: bul
119
+ data_files:
120
+ - split: validation
121
+ path: data/bul/dev.csv
122
+ - split: test
123
+ path: data/bul/test.csv
124
+ - config_name: bzd
125
+ data_files:
126
+ - split: validation
127
+ path: data/bzd/dev.csv
128
+ - split: test
129
+ path: data/bzd/test.csv
130
+ - config_name: cat
131
+ data_files:
132
+ - split: validation
133
+ path: data/cat/dev.csv
134
+ - split: test
135
+ path: data/cat/test.csv
136
+ - config_name: cni
137
+ data_files:
138
+ - split: validation
139
+ path: data/cni/dev.csv
140
+ - split: test
141
+ path: data/cni/test.csv
142
+ - config_name: deu
143
+ data_files:
144
+ - split: validation
145
+ path: data/deu/dev.csv
146
+ - split: test
147
+ path: data/deu/test.csv
148
+ - config_name: ell
149
+ data_files:
150
+ - split: validation
151
+ path: data/ell/dev.csv
152
+ - split: test
153
+ path: data/ell/test.csv
154
+ - config_name: eng
155
+ data_files:
156
+ - split: validation
157
+ path: data/eng/dev.csv
158
+ - split: test
159
+ path: data/eng/test.csv
160
+ - config_name: ewe
161
+ data_files:
162
+ - split: validation
163
+ path: data/ewe/dev.csv
164
+ - split: test
165
+ path: data/ewe/test.csv
166
+ - config_name: fra
167
+ data_files:
168
+ - split: validation
169
+ path: data/fra/dev.csv
170
+ - split: test
171
+ path: data/fra/test.csv
172
+ - config_name: grn
173
+ data_files:
174
+ - split: validation
175
+ path: data/grn/dev.csv
176
+ - split: test
177
+ path: data/grn/test.csv
178
+ - config_name: guj
179
+ data_files:
180
+ - split: validation
181
+ path: data/guj/dev.csv
182
+ - split: test
183
+ path: data/guj/test.csv
184
+ - config_name: hau
185
+ data_files:
186
+ - split: validation
187
+ path: data/hau/dev.csv
188
+ - split: test
189
+ path: data/hau/test.csv
190
+ - config_name: hch
191
+ data_files:
192
+ - split: validation
193
+ path: data/hch/dev.csv
194
+ - split: test
195
+ path: data/hch/test.csv
196
+ - config_name: hin
197
+ data_files:
198
+ - split: validation
199
+ path: data/hin/dev.csv
200
+ - split: test
201
+ path: data/hin/test.csv
202
+ - config_name: ibo
203
+ data_files:
204
+ - split: validation
205
+ path: data/ibo/dev.csv
206
+ - split: test
207
+ path: data/ibo/test.csv
208
+ - config_name: ind
209
+ data_files:
210
+ - split: validation
211
+ path: data/ind/dev.csv
212
+ - split: test
213
+ path: data/ind/test.csv
214
+ - config_name: jpn
215
+ data_files:
216
+ - split: validation
217
+ path: data/jpn/dev.csv
218
+ - split: test
219
+ path: data/jpn/test.csv
220
+ - config_name: kan
221
+ data_files:
222
+ - split: validation
223
+ path: data/kan/dev.csv
224
+ - split: test
225
+ path: data/kan/test.csv
226
+ - config_name: kin
227
+ data_files:
228
+ - split: validation
229
+ path: data/kin/dev.csv
230
+ - split: test
231
+ path: data/kin/test.csv
232
+ - config_name: kor
233
+ data_files:
234
+ - split: validation
235
+ path: data/kor/dev.csv
236
+ - split: test
237
+ path: data/kor/test.csv
238
+ - config_name: lin
239
+ data_files:
240
+ - split: validation
241
+ path: data/lin/dev.csv
242
+ - split: test
243
+ path: data/lin/test.csv
244
+ - config_name: lug
245
+ data_files:
246
+ - split: validation
247
+ path: data/lug/dev.csv
248
+ - split: test
249
+ path: data/lug/test.csv
250
+ - config_name: mal
251
+ data_files:
252
+ - split: validation
253
+ path: data/mal/dev.csv
254
+ - split: test
255
+ path: data/mal/test.csv
256
+ - config_name: mar
257
+ data_files:
258
+ - split: validation
259
+ path: data/mar/dev.csv
260
+ - split: test
261
+ path: data/mar/test.csv
262
+ - config_name: mya
263
+ data_files:
264
+ - split: validation
265
+ path: data/mya/dev.csv
266
+ - split: test
267
+ path: data/mya/test.csv
268
+ - config_name: nah
269
+ data_files:
270
+ - split: validation
271
+ path: data/nah/dev.csv
272
+ - split: test
273
+ path: data/nah/test.csv
274
+ - config_name: ori
275
+ data_files:
276
+ - split: validation
277
+ path: data/ori/dev.csv
278
+ - split: test
279
+ path: data/ori/test.csv
280
+ - config_name: orm
281
+ data_files:
282
+ - split: validation
283
+ path: data/orm/dev.csv
284
+ - split: test
285
+ path: data/orm/test.csv
286
+ - config_name: oto
287
+ data_files:
288
+ - split: validation
289
+ path: data/oto/dev.csv
290
+ - split: test
291
+ path: data/oto/test.csv
292
+ - config_name: pan
293
+ data_files:
294
+ - split: validation
295
+ path: data/pan/dev.csv
296
+ - split: test
297
+ path: data/pan/test.csv
298
+ - config_name: pat
299
+ data_files:
300
+ - split: validation
301
+ path: data/pat/dev.csv
302
+ - split: test
303
+ path: data/pat/test.csv
304
+ - config_name: pol
305
+ data_files:
306
+ - split: validation
307
+ path: data/pol/dev.csv
308
+ - split: test
309
+ path: data/pol/test.csv
310
+ - config_name: por
311
+ data_files:
312
+ - split: validation
313
+ path: data/por/dev.csv
314
+ - split: test
315
+ path: data/por/test.csv
316
+ - config_name: quy
317
+ data_files:
318
+ - split: validation
319
+ path: data/quy/dev.csv
320
+ - split: test
321
+ path: data/quy/test.csv
322
+ - config_name: ron
323
+ data_files:
324
+ - split: validation
325
+ path: data/ron/dev.csv
326
+ - split: test
327
+ path: data/ron/test.csv
328
+ - config_name: rus
329
+ data_files:
330
+ - split: validation
331
+ path: data/rus/dev.csv
332
+ - split: test
333
+ path: data/rus/test.csv
334
+ - config_name: shp
335
+ data_files:
336
+ - split: validation
337
+ path: data/shp/dev.csv
338
+ - split: test
339
+ path: data/shp/test.csv
340
+ - config_name: sna
341
+ data_files:
342
+ - split: validation
343
+ path: data/sna/dev.csv
344
+ - split: test
345
+ path: data/sna/test.csv
346
+ - config_name: sot
347
+ data_files:
348
+ - split: validation
349
+ path: data/sot/dev.csv
350
+ - split: test
351
+ path: data/sot/test.csv
352
+ - config_name: spa
353
+ data_files:
354
+ - split: validation
355
+ path: data/spa/dev.csv
356
+ - split: test
357
+ path: data/spa/test.csv
358
+ - config_name: swa
359
+ data_files:
360
+ - split: validation
361
+ path: data/swa/dev.csv
362
+ - split: test
363
+ path: data/swa/test.csv
364
+ - config_name: tam
365
+ data_files:
366
+ - split: validation
367
+ path: data/tam/dev.csv
368
+ - split: test
369
+ path: data/tam/test.csv
370
+ - config_name: tar
371
+ data_files:
372
+ - split: validation
373
+ path: data/tar/dev.csv
374
+ - split: test
375
+ path: data/tar/test.csv
376
+ - config_name: tel
377
+ data_files:
378
+ - split: validation
379
+ path: data/tel/dev.csv
380
+ - split: test
381
+ path: data/tel/test.csv
382
+ - config_name: tha
383
+ data_files:
384
+ - split: validation
385
+ path: data/tha/dev.csv
386
+ - split: test
387
+ path: data/tha/test.csv
388
+ - config_name: tur
389
+ data_files:
390
+ - split: validation
391
+ path: data/tur/dev.csv
392
+ - split: test
393
+ path: data/tur/test.csv
394
+ - config_name: twi
395
+ data_files:
396
+ - split: validation
397
+ path: data/twi/dev.csv
398
+ - split: test
399
+ path: data/twi/test.csv
400
+ - config_name: urd
401
+ data_files:
402
+ - split: validation
403
+ path: data/urd/dev.csv
404
+ - split: test
405
+ path: data/urd/test.csv
406
+ - config_name: vie
407
+ data_files:
408
+ - split: validation
409
+ path: data/vie/dev.csv
410
+ - split: test
411
+ path: data/vie/test.csv
412
+ - config_name: wol
413
+ data_files:
414
+ - split: validation
415
+ path: data/wol/dev.csv
416
+ - split: test
417
+ path: data/wol/test.csv
418
+ - config_name: xho
419
+ data_files:
420
+ - split: validation
421
+ path: data/xho/dev.csv
422
+ - split: test
423
+ path: data/xho/test.csv
424
+ - config_name: yor
425
+ data_files:
426
+ - split: validation
427
+ path: data/yor/dev.csv
428
+ - split: test
429
+ path: data/yor/test.csv
430
+ - config_name: zho
431
+ data_files:
432
+ - split: validation
433
+ path: data/zho/dev.csv
434
+ - split: test
435
+ path: data/zho/test.csv
436
+ - config_name: zul
437
+ data_files:
438
+ - split: validation
439
+ path: data/zul/dev.csv
440
+ - split: test
441
+ path: data/zul/test.csv
442
+
443
+ ---
444
+
445
+ # Dataset Card for global_nli
446
+
447
+ ## Table of Contents
448
+ - [Table of Contents](#table-of-contents)
449
+ - [Dataset Description](#dataset-description)
450
+ - [Dataset Summary](#dataset-summary)
451
+ - [Languages](#languages)
452
+ - [Dataset Structure](#dataset-structure)
453
+ - [Data Instances](#data-instances)
454
+ - [Data Fields](#data-fields)
455
+ - [Data Splits](#data-splits)
456
+
457
+ ## Dataset Description
458
+
459
+ - **Point of Contact:** david.adelani@mila.quebec
460
+
461
+ ### Dataset Summary
462
+
463
+ Global NLI is a new text-based benchmark based on the aggregation of existing NLI datasets that are publicly available.
464
+
465
+ ### Languages
466
+
467
+ There are 59 languages available :
468
+
469
+ {
470
+ 'amh': 'Amharic',
471
+ 'ara': 'Arabic',
472
+ 'asm': 'Assamese',
473
+ 'aym': 'Aymara',
474
+ 'ben': 'Bengali',
475
+ 'bul': 'Bulgarian',
476
+ 'bzd': 'Bribri',
477
+ 'cat': 'Catalan',
478
+ 'cni': 'Asháninka',
479
+ 'deu': 'German',
480
+ 'ell': 'Greek',
481
+ 'eng': 'English',
482
+ 'ewe': 'Ewe',
483
+ 'fra': 'French',
484
+ 'grn': 'Guarani',
485
+ 'guj': 'Gujarati',
486
+ 'hau': 'Hausa',
487
+ 'hch': 'Wixarika',
488
+ 'hin': 'Hindi',
489
+ 'ibo': 'Igbo',
490
+ 'ind': 'Indonesian',
491
+ 'jpn': 'Japanese',
492
+ 'kan': 'Kannada',
493
+ 'kin': 'Kinyarwanda',
494
+ 'kor': 'Korean',
495
+ 'lin': 'Lingala',
496
+ 'lug': 'Luganda',
497
+ 'mal': 'Malayalam',
498
+ 'mar': 'Marathi',
499
+ 'mya': 'Burmese',
500
+ 'nah': 'Nahuatl',
501
+ 'ori': 'Odia (Oriya)',
502
+ 'orm': 'Oromo',
503
+ 'oto': 'Otomi',
504
+ 'pan': 'Punjabi',
505
+ 'pat': 'Jamaican Patois',
506
+ 'pol': 'Polish',
507
+ 'por': 'Portuguese',
508
+ 'quy': 'Quechua',
509
+ 'ron': 'Romanian',
510
+ 'rus': 'Russian',
511
+ 'shp': 'Shipibo-Conibo',
512
+ 'sna': 'chiShona',
513
+ 'sot': 'Sesotho',
514
+ 'spa': 'Spanish',
515
+ 'swa': 'Swahili',
516
+ 'tam': 'Tamil',
517
+ 'tar': 'Rarámuri',
518
+ 'tel': 'Telugu',
519
+ 'tha': 'Thai',
520
+ 'tur': 'Turkish',
521
+ 'twi': 'Twi',
522
+ 'urd': 'Urdu',
523
+ 'vie': 'Vietnamese',
524
+ 'wol': 'Wolof',
525
+ 'xho': 'isiXhosa',
526
+ 'yor': 'Yoruba',
527
+ 'zho': 'Chinese',
528
+ 'zul': 'isiZulu'
529
+ }
530
+
531
+ ## Dataset Structure
532
+
533
+ ### Data Instances
534
+
535
+ The examples look like this for English:
536
+
537
+ ```
538
+ from datasets import load_dataset
539
+ data = load_dataset('McGill-NLP/GlobalNLI', 'eng')
540
+ # Please, specify the language code
541
+ # A data point example is below:
542
+ {
543
+ 'premise': 'The doors were locked when we went in.',
544
+ 'hypothesis': 'All of the doors were open.',
545
+ 'label': 0
546
+ }
547
+ ```
548
+
549
+ ### Data Fields
550
+
551
+ - `premise`: a multilingual string variable,
552
+ - `hypothesis`: a multilingual string variable,
553
+ - `label`: a classification label, with possible values including entailment (0), neutral (1), contradiction (2).
554
+
555
+ ### Data Splits
556
+
557
+ All languages have two splits, `dev` and `test` set.
558
+
559
+ The splits have the following sizes :
560
+
561
+ | Language | validation | test |
562
+ |-----------------|-----------:|-----:|
563
+ | English | 30 | 600 |
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