Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
semantic-similarity-classification
Size:
10M - 100M
ArXiv:
License:
Upload 46 files
Browse files- README.md +842 -0
- test/ar.parquet +3 -0
- test/bg.parquet +3 -0
- test/de.parquet +3 -0
- test/el.parquet +3 -0
- test/en.parquet +3 -0
- test/es.parquet +3 -0
- test/fr.parquet +3 -0
- test/hi.parquet +3 -0
- test/ru.parquet +3 -0
- test/sw.parquet +3 -0
- test/th.parquet +3 -0
- test/tr.parquet +3 -0
- test/ur.parquet +3 -0
- test/vi.parquet +3 -0
- test/zh.parquet +3 -0
- train/ar.parquet +3 -0
- train/bg.parquet +3 -0
- train/de.parquet +3 -0
- train/el.parquet +3 -0
- train/en.parquet +3 -0
- train/es.parquet +3 -0
- train/fr.parquet +3 -0
- train/hi.parquet +3 -0
- train/ru.parquet +3 -0
- train/sw.parquet +3 -0
- train/th.parquet +3 -0
- train/tr.parquet +3 -0
- train/ur.parquet +3 -0
- train/vi.parquet +3 -0
- train/zh.parquet +3 -0
- validation/ar.parquet +3 -0
- validation/bg.parquet +3 -0
- validation/de.parquet +3 -0
- validation/el.parquet +3 -0
- validation/en.parquet +3 -0
- validation/es.parquet +3 -0
- validation/fr.parquet +3 -0
- validation/hi.parquet +3 -0
- validation/ru.parquet +3 -0
- validation/sw.parquet +3 -0
- validation/th.parquet +3 -0
- validation/tr.parquet +3 -0
- validation/ur.parquet +3 -0
- validation/vi.parquet +3 -0
- validation/zh.parquet +3 -0
README.md
ADDED
|
@@ -0,0 +1,842 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language:
|
| 3 |
+
- ar
|
| 4 |
+
- bg
|
| 5 |
+
- de
|
| 6 |
+
- el
|
| 7 |
+
- en
|
| 8 |
+
- es
|
| 9 |
+
- fr
|
| 10 |
+
- hi
|
| 11 |
+
- ru
|
| 12 |
+
- sw
|
| 13 |
+
- th
|
| 14 |
+
- tr
|
| 15 |
+
- ur
|
| 16 |
+
- vi
|
| 17 |
+
- zh
|
| 18 |
+
paperswithcode_id: xnli
|
| 19 |
+
pretty_name: Cross-lingual Natural Language Inference
|
| 20 |
+
dataset_info:
|
| 21 |
+
- config_name: all_languages
|
| 22 |
+
features:
|
| 23 |
+
- name: premise
|
| 24 |
+
dtype:
|
| 25 |
+
translation:
|
| 26 |
+
languages:
|
| 27 |
+
- ar
|
| 28 |
+
- bg
|
| 29 |
+
- de
|
| 30 |
+
- el
|
| 31 |
+
- en
|
| 32 |
+
- es
|
| 33 |
+
- fr
|
| 34 |
+
- hi
|
| 35 |
+
- ru
|
| 36 |
+
- sw
|
| 37 |
+
- th
|
| 38 |
+
- tr
|
| 39 |
+
- ur
|
| 40 |
+
- vi
|
| 41 |
+
- zh
|
| 42 |
+
- name: hypothesis
|
| 43 |
+
dtype:
|
| 44 |
+
translation_variable_languages:
|
| 45 |
+
languages:
|
| 46 |
+
- ar
|
| 47 |
+
- bg
|
| 48 |
+
- de
|
| 49 |
+
- el
|
| 50 |
+
- en
|
| 51 |
+
- es
|
| 52 |
+
- fr
|
| 53 |
+
- hi
|
| 54 |
+
- ru
|
| 55 |
+
- sw
|
| 56 |
+
- th
|
| 57 |
+
- tr
|
| 58 |
+
- ur
|
| 59 |
+
- vi
|
| 60 |
+
- zh
|
| 61 |
+
num_languages: 15
|
| 62 |
+
- name: label
|
| 63 |
+
dtype:
|
| 64 |
+
class_label:
|
| 65 |
+
names:
|
| 66 |
+
'0': entailment
|
| 67 |
+
'1': neutral
|
| 68 |
+
'2': contradiction
|
| 69 |
+
splits:
|
| 70 |
+
- name: train
|
| 71 |
+
num_bytes: 1581471691
|
| 72 |
+
num_examples: 392702
|
| 73 |
+
- name: test
|
| 74 |
+
num_bytes: 19387432
|
| 75 |
+
num_examples: 5010
|
| 76 |
+
- name: validation
|
| 77 |
+
num_bytes: 9566179
|
| 78 |
+
num_examples: 2490
|
| 79 |
+
download_size: 963942271
|
| 80 |
+
dataset_size: 1610425302
|
| 81 |
+
- config_name: ar
|
| 82 |
+
features:
|
| 83 |
+
- name: premise
|
| 84 |
+
dtype: string
|
| 85 |
+
- name: hypothesis
|
| 86 |
+
dtype: string
|
| 87 |
+
- name: label
|
| 88 |
+
dtype:
|
| 89 |
+
class_label:
|
| 90 |
+
names:
|
| 91 |
+
'0': entailment
|
| 92 |
+
'1': neutral
|
| 93 |
+
'2': contradiction
|
| 94 |
+
splits:
|
| 95 |
+
- name: train
|
| 96 |
+
num_bytes: 107399614
|
| 97 |
+
num_examples: 392702
|
| 98 |
+
- name: test
|
| 99 |
+
num_bytes: 1294553
|
| 100 |
+
num_examples: 5010
|
| 101 |
+
- name: validation
|
| 102 |
+
num_bytes: 633001
|
| 103 |
+
num_examples: 2490
|
| 104 |
+
download_size: 59215902
|
| 105 |
+
dataset_size: 109327168
|
| 106 |
+
- config_name: bg
|
| 107 |
+
features:
|
| 108 |
+
- name: premise
|
| 109 |
+
dtype: string
|
| 110 |
+
- name: hypothesis
|
| 111 |
+
dtype: string
|
| 112 |
+
- name: label
|
| 113 |
+
dtype:
|
| 114 |
+
class_label:
|
| 115 |
+
names:
|
| 116 |
+
'0': entailment
|
| 117 |
+
'1': neutral
|
| 118 |
+
'2': contradiction
|
| 119 |
+
splits:
|
| 120 |
+
- name: train
|
| 121 |
+
num_bytes: 125973225
|
| 122 |
+
num_examples: 392702
|
| 123 |
+
- name: test
|
| 124 |
+
num_bytes: 1573034
|
| 125 |
+
num_examples: 5010
|
| 126 |
+
- name: validation
|
| 127 |
+
num_bytes: 774061
|
| 128 |
+
num_examples: 2490
|
| 129 |
+
download_size: 66117878
|
| 130 |
+
dataset_size: 128320320
|
| 131 |
+
- config_name: de
|
| 132 |
+
features:
|
| 133 |
+
- name: premise
|
| 134 |
+
dtype: string
|
| 135 |
+
- name: hypothesis
|
| 136 |
+
dtype: string
|
| 137 |
+
- name: label
|
| 138 |
+
dtype:
|
| 139 |
+
class_label:
|
| 140 |
+
names:
|
| 141 |
+
'0': entailment
|
| 142 |
+
'1': neutral
|
| 143 |
+
'2': contradiction
|
| 144 |
+
splits:
|
| 145 |
+
- name: train
|
| 146 |
+
num_bytes: 84684140
|
| 147 |
+
num_examples: 392702
|
| 148 |
+
- name: test
|
| 149 |
+
num_bytes: 996488
|
| 150 |
+
num_examples: 5010
|
| 151 |
+
- name: validation
|
| 152 |
+
num_bytes: 494604
|
| 153 |
+
num_examples: 2490
|
| 154 |
+
download_size: 55973883
|
| 155 |
+
dataset_size: 86175232
|
| 156 |
+
- config_name: el
|
| 157 |
+
features:
|
| 158 |
+
- name: premise
|
| 159 |
+
dtype: string
|
| 160 |
+
- name: hypothesis
|
| 161 |
+
dtype: string
|
| 162 |
+
- name: label
|
| 163 |
+
dtype:
|
| 164 |
+
class_label:
|
| 165 |
+
names:
|
| 166 |
+
'0': entailment
|
| 167 |
+
'1': neutral
|
| 168 |
+
'2': contradiction
|
| 169 |
+
splits:
|
| 170 |
+
- name: train
|
| 171 |
+
num_bytes: 139753358
|
| 172 |
+
num_examples: 392702
|
| 173 |
+
- name: test
|
| 174 |
+
num_bytes: 1704785
|
| 175 |
+
num_examples: 5010
|
| 176 |
+
- name: validation
|
| 177 |
+
num_bytes: 841226
|
| 178 |
+
num_examples: 2490
|
| 179 |
+
download_size: 74551247
|
| 180 |
+
dataset_size: 142299369
|
| 181 |
+
- config_name: en
|
| 182 |
+
features:
|
| 183 |
+
- name: premise
|
| 184 |
+
dtype: string
|
| 185 |
+
- name: hypothesis
|
| 186 |
+
dtype: string
|
| 187 |
+
- name: label
|
| 188 |
+
dtype:
|
| 189 |
+
class_label:
|
| 190 |
+
names:
|
| 191 |
+
'0': entailment
|
| 192 |
+
'1': neutral
|
| 193 |
+
'2': contradiction
|
| 194 |
+
splits:
|
| 195 |
+
- name: train
|
| 196 |
+
num_bytes: 74444026
|
| 197 |
+
num_examples: 392702
|
| 198 |
+
- name: test
|
| 199 |
+
num_bytes: 875134
|
| 200 |
+
num_examples: 5010
|
| 201 |
+
- name: validation
|
| 202 |
+
num_bytes: 433463
|
| 203 |
+
num_examples: 2490
|
| 204 |
+
download_size: 50627367
|
| 205 |
+
dataset_size: 75752623
|
| 206 |
+
- config_name: es
|
| 207 |
+
features:
|
| 208 |
+
- name: premise
|
| 209 |
+
dtype: string
|
| 210 |
+
- name: hypothesis
|
| 211 |
+
dtype: string
|
| 212 |
+
- name: label
|
| 213 |
+
dtype:
|
| 214 |
+
class_label:
|
| 215 |
+
names:
|
| 216 |
+
'0': entailment
|
| 217 |
+
'1': neutral
|
| 218 |
+
'2': contradiction
|
| 219 |
+
splits:
|
| 220 |
+
- name: train
|
| 221 |
+
num_bytes: 81383284
|
| 222 |
+
num_examples: 392702
|
| 223 |
+
- name: test
|
| 224 |
+
num_bytes: 969813
|
| 225 |
+
num_examples: 5010
|
| 226 |
+
- name: validation
|
| 227 |
+
num_bytes: 478422
|
| 228 |
+
num_examples: 2490
|
| 229 |
+
download_size: 53677157
|
| 230 |
+
dataset_size: 82831519
|
| 231 |
+
- config_name: fr
|
| 232 |
+
features:
|
| 233 |
+
- name: premise
|
| 234 |
+
dtype: string
|
| 235 |
+
- name: hypothesis
|
| 236 |
+
dtype: string
|
| 237 |
+
- name: label
|
| 238 |
+
dtype:
|
| 239 |
+
class_label:
|
| 240 |
+
names:
|
| 241 |
+
'0': entailment
|
| 242 |
+
'1': neutral
|
| 243 |
+
'2': contradiction
|
| 244 |
+
splits:
|
| 245 |
+
- name: train
|
| 246 |
+
num_bytes: 85808779
|
| 247 |
+
num_examples: 392702
|
| 248 |
+
- name: test
|
| 249 |
+
num_bytes: 1029239
|
| 250 |
+
num_examples: 5010
|
| 251 |
+
- name: validation
|
| 252 |
+
num_bytes: 510104
|
| 253 |
+
num_examples: 2490
|
| 254 |
+
download_size: 55968680
|
| 255 |
+
dataset_size: 87348122
|
| 256 |
+
- config_name: hi
|
| 257 |
+
features:
|
| 258 |
+
- name: premise
|
| 259 |
+
dtype: string
|
| 260 |
+
- name: hypothesis
|
| 261 |
+
dtype: string
|
| 262 |
+
- name: label
|
| 263 |
+
dtype:
|
| 264 |
+
class_label:
|
| 265 |
+
names:
|
| 266 |
+
'0': entailment
|
| 267 |
+
'1': neutral
|
| 268 |
+
'2': contradiction
|
| 269 |
+
splits:
|
| 270 |
+
- name: train
|
| 271 |
+
num_bytes: 170593964
|
| 272 |
+
num_examples: 392702
|
| 273 |
+
- name: test
|
| 274 |
+
num_bytes: 2073073
|
| 275 |
+
num_examples: 5010
|
| 276 |
+
- name: validation
|
| 277 |
+
num_bytes: 1023915
|
| 278 |
+
num_examples: 2490
|
| 279 |
+
download_size: 70908548
|
| 280 |
+
dataset_size: 173690952
|
| 281 |
+
- config_name: ru
|
| 282 |
+
features:
|
| 283 |
+
- name: premise
|
| 284 |
+
dtype: string
|
| 285 |
+
- name: hypothesis
|
| 286 |
+
dtype: string
|
| 287 |
+
- name: label
|
| 288 |
+
dtype:
|
| 289 |
+
class_label:
|
| 290 |
+
names:
|
| 291 |
+
'0': entailment
|
| 292 |
+
'1': neutral
|
| 293 |
+
'2': contradiction
|
| 294 |
+
splits:
|
| 295 |
+
- name: train
|
| 296 |
+
num_bytes: 129859615
|
| 297 |
+
num_examples: 392702
|
| 298 |
+
- name: test
|
| 299 |
+
num_bytes: 1603466
|
| 300 |
+
num_examples: 5010
|
| 301 |
+
- name: validation
|
| 302 |
+
num_bytes: 786442
|
| 303 |
+
num_examples: 2490
|
| 304 |
+
download_size: 70702606
|
| 305 |
+
dataset_size: 132249523
|
| 306 |
+
- config_name: sw
|
| 307 |
+
features:
|
| 308 |
+
- name: premise
|
| 309 |
+
dtype: string
|
| 310 |
+
- name: hypothesis
|
| 311 |
+
dtype: string
|
| 312 |
+
- name: label
|
| 313 |
+
dtype:
|
| 314 |
+
class_label:
|
| 315 |
+
names:
|
| 316 |
+
'0': entailment
|
| 317 |
+
'1': neutral
|
| 318 |
+
'2': contradiction
|
| 319 |
+
splits:
|
| 320 |
+
- name: train
|
| 321 |
+
num_bytes: 69285725
|
| 322 |
+
num_examples: 392702
|
| 323 |
+
- name: test
|
| 324 |
+
num_bytes: 871651
|
| 325 |
+
num_examples: 5010
|
| 326 |
+
- name: validation
|
| 327 |
+
num_bytes: 429850
|
| 328 |
+
num_examples: 2490
|
| 329 |
+
download_size: 45564152
|
| 330 |
+
dataset_size: 70587226
|
| 331 |
+
- config_name: th
|
| 332 |
+
features:
|
| 333 |
+
- name: premise
|
| 334 |
+
dtype: string
|
| 335 |
+
- name: hypothesis
|
| 336 |
+
dtype: string
|
| 337 |
+
- name: label
|
| 338 |
+
dtype:
|
| 339 |
+
class_label:
|
| 340 |
+
names:
|
| 341 |
+
'0': entailment
|
| 342 |
+
'1': neutral
|
| 343 |
+
'2': contradiction
|
| 344 |
+
splits:
|
| 345 |
+
- name: train
|
| 346 |
+
num_bytes: 176062892
|
| 347 |
+
num_examples: 392702
|
| 348 |
+
- name: test
|
| 349 |
+
num_bytes: 2147015
|
| 350 |
+
num_examples: 5010
|
| 351 |
+
- name: validation
|
| 352 |
+
num_bytes: 1061160
|
| 353 |
+
num_examples: 2490
|
| 354 |
+
download_size: 77222045
|
| 355 |
+
dataset_size: 179271067
|
| 356 |
+
- config_name: tr
|
| 357 |
+
features:
|
| 358 |
+
- name: premise
|
| 359 |
+
dtype: string
|
| 360 |
+
- name: hypothesis
|
| 361 |
+
dtype: string
|
| 362 |
+
- name: label
|
| 363 |
+
dtype:
|
| 364 |
+
class_label:
|
| 365 |
+
names:
|
| 366 |
+
'0': entailment
|
| 367 |
+
'1': neutral
|
| 368 |
+
'2': contradiction
|
| 369 |
+
splits:
|
| 370 |
+
- name: train
|
| 371 |
+
num_bytes: 71637140
|
| 372 |
+
num_examples: 392702
|
| 373 |
+
- name: test
|
| 374 |
+
num_bytes: 934934
|
| 375 |
+
num_examples: 5010
|
| 376 |
+
- name: validation
|
| 377 |
+
num_bytes: 459308
|
| 378 |
+
num_examples: 2490
|
| 379 |
+
download_size: 48509680
|
| 380 |
+
dataset_size: 73031382
|
| 381 |
+
- config_name: ur
|
| 382 |
+
features:
|
| 383 |
+
- name: premise
|
| 384 |
+
dtype: string
|
| 385 |
+
- name: hypothesis
|
| 386 |
+
dtype: string
|
| 387 |
+
- name: label
|
| 388 |
+
dtype:
|
| 389 |
+
class_label:
|
| 390 |
+
names:
|
| 391 |
+
'0': entailment
|
| 392 |
+
'1': neutral
|
| 393 |
+
'2': contradiction
|
| 394 |
+
splits:
|
| 395 |
+
- name: train
|
| 396 |
+
num_bytes: 96441486
|
| 397 |
+
num_examples: 392702
|
| 398 |
+
- name: test
|
| 399 |
+
num_bytes: 1416241
|
| 400 |
+
num_examples: 5010
|
| 401 |
+
- name: validation
|
| 402 |
+
num_bytes: 699952
|
| 403 |
+
num_examples: 2490
|
| 404 |
+
download_size: 46682785
|
| 405 |
+
dataset_size: 98557679
|
| 406 |
+
- config_name: vi
|
| 407 |
+
features:
|
| 408 |
+
- name: premise
|
| 409 |
+
dtype: string
|
| 410 |
+
- name: hypothesis
|
| 411 |
+
dtype: string
|
| 412 |
+
- name: label
|
| 413 |
+
dtype:
|
| 414 |
+
class_label:
|
| 415 |
+
names:
|
| 416 |
+
'0': entailment
|
| 417 |
+
'1': neutral
|
| 418 |
+
'2': contradiction
|
| 419 |
+
splits:
|
| 420 |
+
- name: train
|
| 421 |
+
num_bytes: 101417430
|
| 422 |
+
num_examples: 392702
|
| 423 |
+
- name: test
|
| 424 |
+
num_bytes: 1190217
|
| 425 |
+
num_examples: 5010
|
| 426 |
+
- name: validation
|
| 427 |
+
num_bytes: 590680
|
| 428 |
+
num_examples: 2490
|
| 429 |
+
download_size: 57690058
|
| 430 |
+
dataset_size: 103198327
|
| 431 |
+
- config_name: zh
|
| 432 |
+
features:
|
| 433 |
+
- name: premise
|
| 434 |
+
dtype: string
|
| 435 |
+
- name: hypothesis
|
| 436 |
+
dtype: string
|
| 437 |
+
- name: label
|
| 438 |
+
dtype:
|
| 439 |
+
class_label:
|
| 440 |
+
names:
|
| 441 |
+
'0': entailment
|
| 442 |
+
'1': neutral
|
| 443 |
+
'2': contradiction
|
| 444 |
+
splits:
|
| 445 |
+
- name: train
|
| 446 |
+
num_bytes: 72224841
|
| 447 |
+
num_examples: 392702
|
| 448 |
+
- name: test
|
| 449 |
+
num_bytes: 777929
|
| 450 |
+
num_examples: 5010
|
| 451 |
+
- name: validation
|
| 452 |
+
num_bytes: 384851
|
| 453 |
+
num_examples: 2490
|
| 454 |
+
download_size: 48269855
|
| 455 |
+
dataset_size: 73387621
|
| 456 |
+
configs:
|
| 457 |
+
- config_name: default
|
| 458 |
+
data_files:
|
| 459 |
+
- path: test/*.parquet
|
| 460 |
+
split: test
|
| 461 |
+
- path: train/*.parquet
|
| 462 |
+
split: train
|
| 463 |
+
- path: validation/*.parquet
|
| 464 |
+
split: validation
|
| 465 |
+
- config_name: ar
|
| 466 |
+
data_files:
|
| 467 |
+
- path: xnli/test/ar.parquet
|
| 468 |
+
split: test
|
| 469 |
+
- path: xnli/train/ar.parquet
|
| 470 |
+
split: train
|
| 471 |
+
- path: xnli/validation/ar.parquet
|
| 472 |
+
split: validation
|
| 473 |
+
- config_name: ru
|
| 474 |
+
data_files:
|
| 475 |
+
- path: xnli/test/ru.parquet
|
| 476 |
+
split: test
|
| 477 |
+
- path: xnli/train/ru.parquet
|
| 478 |
+
split: train
|
| 479 |
+
- path: xnli/validation/ru.parquet
|
| 480 |
+
split: validation
|
| 481 |
+
- config_name: el
|
| 482 |
+
data_files:
|
| 483 |
+
- path: xnli/test/el.parquet
|
| 484 |
+
split: test
|
| 485 |
+
- path: xnli/train/el.parquet
|
| 486 |
+
split: train
|
| 487 |
+
- path: xnli/validation/el.parquet
|
| 488 |
+
split: validation
|
| 489 |
+
- config_name: th
|
| 490 |
+
data_files:
|
| 491 |
+
- path: xnli/test/th.parquet
|
| 492 |
+
split: test
|
| 493 |
+
- path: xnli/train/th.parquet
|
| 494 |
+
split: train
|
| 495 |
+
- path: xnli/validation/th.parquet
|
| 496 |
+
split: validation
|
| 497 |
+
- config_name: fr
|
| 498 |
+
data_files:
|
| 499 |
+
- path: xnli/test/fr.parquet
|
| 500 |
+
split: test
|
| 501 |
+
- path: xnli/train/fr.parquet
|
| 502 |
+
split: train
|
| 503 |
+
- path: xnli/validation/fr.parquet
|
| 504 |
+
split: validation
|
| 505 |
+
- config_name: de
|
| 506 |
+
data_files:
|
| 507 |
+
- path: xnli/test/de.parquet
|
| 508 |
+
split: test
|
| 509 |
+
- path: xnli/train/de.parquet
|
| 510 |
+
split: train
|
| 511 |
+
- path: xnli/validation/de.parquet
|
| 512 |
+
split: validation
|
| 513 |
+
- config_name: zh
|
| 514 |
+
data_files:
|
| 515 |
+
- path: xnli/test/zh.parquet
|
| 516 |
+
split: test
|
| 517 |
+
- path: xnli/train/zh.parquet
|
| 518 |
+
split: train
|
| 519 |
+
- path: xnli/validation/zh.parquet
|
| 520 |
+
split: validation
|
| 521 |
+
- config_name: ur
|
| 522 |
+
data_files:
|
| 523 |
+
- path: xnli/test/ur.parquet
|
| 524 |
+
split: test
|
| 525 |
+
- path: xnli/train/ur.parquet
|
| 526 |
+
split: train
|
| 527 |
+
- path: xnli/validation/ur.parquet
|
| 528 |
+
split: validation
|
| 529 |
+
- config_name: sw
|
| 530 |
+
data_files:
|
| 531 |
+
- path: xnli/test/sw.parquet
|
| 532 |
+
split: test
|
| 533 |
+
- path: xnli/train/sw.parquet
|
| 534 |
+
split: train
|
| 535 |
+
- path: xnli/validation/sw.parquet
|
| 536 |
+
split: validation
|
| 537 |
+
- config_name: bg
|
| 538 |
+
data_files:
|
| 539 |
+
- path: xnli/test/bg.parquet
|
| 540 |
+
split: test
|
| 541 |
+
- path: xnli/train/bg.parquet
|
| 542 |
+
split: train
|
| 543 |
+
- path: xnli/validation/bg.parquet
|
| 544 |
+
split: validation
|
| 545 |
+
- config_name: es
|
| 546 |
+
data_files:
|
| 547 |
+
- path: xnli/test/es.parquet
|
| 548 |
+
split: test
|
| 549 |
+
- path: xnli/train/es.parquet
|
| 550 |
+
split: train
|
| 551 |
+
- path: xnli/validation/es.parquet
|
| 552 |
+
split: validation
|
| 553 |
+
- config_name: en
|
| 554 |
+
data_files:
|
| 555 |
+
- path: xnli/test/en.parquet
|
| 556 |
+
split: test
|
| 557 |
+
- path: xnli/train/en.parquet
|
| 558 |
+
split: train
|
| 559 |
+
- path: xnli/validation/en.parquet
|
| 560 |
+
split: validation
|
| 561 |
+
- config_name: vi
|
| 562 |
+
data_files:
|
| 563 |
+
- path: xnli/test/vi.parquet
|
| 564 |
+
split: test
|
| 565 |
+
- path: xnli/train/vi.parquet
|
| 566 |
+
split: train
|
| 567 |
+
- path: xnli/validation/vi.parquet
|
| 568 |
+
split: validation
|
| 569 |
+
- config_name: tr
|
| 570 |
+
data_files:
|
| 571 |
+
- path: xnli/test/tr.parquet
|
| 572 |
+
split: test
|
| 573 |
+
- path: xnli/train/tr.parquet
|
| 574 |
+
split: train
|
| 575 |
+
- path: xnli/validation/tr.parquet
|
| 576 |
+
split: validation
|
| 577 |
+
- config_name: hi
|
| 578 |
+
data_files:
|
| 579 |
+
- path: xnli/test/hi.parquet
|
| 580 |
+
split: test
|
| 581 |
+
- path: xnli/train/hi.parquet
|
| 582 |
+
split: train
|
| 583 |
+
- path: xnli/validation/hi.parquet
|
| 584 |
+
split: validation
|
| 585 |
+
---
|
| 586 |
+
|
| 587 |
+
# Dataset Card for "xnli"
|
| 588 |
+
|
| 589 |
+
## Table of Contents
|
| 590 |
+
- [Dataset Description](#dataset-description)
|
| 591 |
+
- [Dataset Summary](#dataset-summary)
|
| 592 |
+
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
|
| 593 |
+
- [Languages](#languages)
|
| 594 |
+
- [Dataset Structure](#dataset-structure)
|
| 595 |
+
- [Data Instances](#data-instances)
|
| 596 |
+
- [Data Fields](#data-fields)
|
| 597 |
+
- [Data Splits](#data-splits)
|
| 598 |
+
- [Dataset Creation](#dataset-creation)
|
| 599 |
+
- [Curation Rationale](#curation-rationale)
|
| 600 |
+
- [Source Data](#source-data)
|
| 601 |
+
- [Annotations](#annotations)
|
| 602 |
+
- [Personal and Sensitive Information](#personal-and-sensitive-information)
|
| 603 |
+
- [Considerations for Using the Data](#considerations-for-using-the-data)
|
| 604 |
+
- [Social Impact of Dataset](#social-impact-of-dataset)
|
| 605 |
+
- [Discussion of Biases](#discussion-of-biases)
|
| 606 |
+
- [Other Known Limitations](#other-known-limitations)
|
| 607 |
+
- [Additional Information](#additional-information)
|
| 608 |
+
- [Dataset Curators](#dataset-curators)
|
| 609 |
+
- [Licensing Information](#licensing-information)
|
| 610 |
+
- [Citation Information](#citation-information)
|
| 611 |
+
- [Contributions](#contributions)
|
| 612 |
+
|
| 613 |
+
## Dataset Description
|
| 614 |
+
|
| 615 |
+
- **Homepage:** [https://www.nyu.edu/projects/bowman/xnli/](https://www.nyu.edu/projects/bowman/xnli/)
|
| 616 |
+
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 617 |
+
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 618 |
+
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 619 |
+
- **Size of downloaded dataset files:** 7.74 GB
|
| 620 |
+
- **Size of the generated dataset:** 3.23 GB
|
| 621 |
+
- **Total amount of disk used:** 10.97 GB
|
| 622 |
+
|
| 623 |
+
### Dataset Summary
|
| 624 |
+
|
| 625 |
+
XNLI is a subset of a few thousand examples from MNLI which has been translated
|
| 626 |
+
into a 14 different languages (some low-ish resource). As with MNLI, the goal is
|
| 627 |
+
to predict textual entailment (does sentence A imply/contradict/neither sentence
|
| 628 |
+
B) and is a classification task (given two sentences, predict one of three
|
| 629 |
+
labels).
|
| 630 |
+
|
| 631 |
+
### Supported Tasks and Leaderboards
|
| 632 |
+
|
| 633 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 634 |
+
|
| 635 |
+
### Languages
|
| 636 |
+
|
| 637 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 638 |
+
|
| 639 |
+
## Dataset Structure
|
| 640 |
+
|
| 641 |
+
### Data Instances
|
| 642 |
+
|
| 643 |
+
#### all_languages
|
| 644 |
+
|
| 645 |
+
- **Size of downloaded dataset files:** 483.96 MB
|
| 646 |
+
- **Size of the generated dataset:** 1.61 GB
|
| 647 |
+
- **Total amount of disk used:** 2.09 GB
|
| 648 |
+
|
| 649 |
+
An example of 'train' looks as follows.
|
| 650 |
+
```
|
| 651 |
+
This example was too long and was cropped:
|
| 652 |
+
|
| 653 |
+
{
|
| 654 |
+
"hypothesis": "{\"language\": [\"ar\", \"bg\", \"de\", \"el\", \"en\", \"es\", \"fr\", \"hi\", \"ru\", \"sw\", \"th\", \"tr\", \"ur\", \"vi\", \"zh\"], \"translation\": [\"احد اع...",
|
| 655 |
+
"label": 0,
|
| 656 |
+
"premise": "{\"ar\": \"واحدة من رقابنا ستقوم بتنفيذ تعليماتك كلها بكل دقة\", \"bg\": \"един от нашите номера ще ви даде инструкции .\", \"de\": \"Eine ..."
|
| 657 |
+
}
|
| 658 |
+
```
|
| 659 |
+
|
| 660 |
+
#### ar
|
| 661 |
+
|
| 662 |
+
- **Size of downloaded dataset files:** 483.96 MB
|
| 663 |
+
- **Size of the generated dataset:** 109.32 MB
|
| 664 |
+
- **Total amount of disk used:** 593.29 MB
|
| 665 |
+
|
| 666 |
+
An example of 'validation' looks as follows.
|
| 667 |
+
```
|
| 668 |
+
{
|
| 669 |
+
"hypothesis": "اتصل بأمه حالما أوصلته حافلة المدرسية.",
|
| 670 |
+
"label": 1,
|
| 671 |
+
"premise": "وقال، ماما، لقد عدت للمنزل."
|
| 672 |
+
}
|
| 673 |
+
```
|
| 674 |
+
|
| 675 |
+
#### bg
|
| 676 |
+
|
| 677 |
+
- **Size of downloaded dataset files:** 483.96 MB
|
| 678 |
+
- **Size of the generated dataset:** 128.32 MB
|
| 679 |
+
- **Total amount of disk used:** 612.28 MB
|
| 680 |
+
|
| 681 |
+
An example of 'train' looks as follows.
|
| 682 |
+
```
|
| 683 |
+
This example was too long and was cropped:
|
| 684 |
+
|
| 685 |
+
{
|
| 686 |
+
"hypothesis": "\"губиш нещата на следното ниво , ако хората си припомнят .\"...",
|
| 687 |
+
"label": 0,
|
| 688 |
+
"premise": "\"по време на сезона и предполагам , че на твоето ниво ще ги загубиш на следващото ниво , ако те решат да си припомнят отбора на ..."
|
| 689 |
+
}
|
| 690 |
+
```
|
| 691 |
+
|
| 692 |
+
#### de
|
| 693 |
+
|
| 694 |
+
- **Size of downloaded dataset files:** 483.96 MB
|
| 695 |
+
- **Size of the generated dataset:** 86.17 MB
|
| 696 |
+
- **Total amount of disk used:** 570.14 MB
|
| 697 |
+
|
| 698 |
+
An example of 'train' looks as follows.
|
| 699 |
+
```
|
| 700 |
+
This example was too long and was cropped:
|
| 701 |
+
|
| 702 |
+
{
|
| 703 |
+
"hypothesis": "Man verliert die Dinge auf die folgende Ebene , wenn sich die Leute erinnern .",
|
| 704 |
+
"label": 0,
|
| 705 |
+
"premise": "\"Du weißt , während der Saison und ich schätze , auf deiner Ebene verlierst du sie auf die nächste Ebene , wenn sie sich entschl..."
|
| 706 |
+
}
|
| 707 |
+
```
|
| 708 |
+
|
| 709 |
+
#### el
|
| 710 |
+
|
| 711 |
+
- **Size of downloaded dataset files:** 483.96 MB
|
| 712 |
+
- **Size of the generated dataset:** 142.30 MB
|
| 713 |
+
- **Total amount of disk used:** 626.26 MB
|
| 714 |
+
|
| 715 |
+
An example of 'validation' looks as follows.
|
| 716 |
+
```
|
| 717 |
+
This example was too long and was cropped:
|
| 718 |
+
|
| 719 |
+
{
|
| 720 |
+
"hypothesis": "\"Τηλεφώνησε στη μαμά του μόλις το σχολικό λεωφορείο τον άφησε.\"...",
|
| 721 |
+
"label": 1,
|
| 722 |
+
"premise": "Και είπε, Μαμά, έφτασα στο σπίτι."
|
| 723 |
+
}
|
| 724 |
+
```
|
| 725 |
+
|
| 726 |
+
### Data Fields
|
| 727 |
+
|
| 728 |
+
The data fields are the same among all splits.
|
| 729 |
+
|
| 730 |
+
#### all_languages
|
| 731 |
+
- `premise`: a multilingual `string` variable, with possible languages including `ar`, `bg`, `de`, `el`, `en`.
|
| 732 |
+
- `hypothesis`: a multilingual `string` variable, with possible languages including `ar`, `bg`, `de`, `el`, `en`.
|
| 733 |
+
- `label`: a classification label, with possible values including `entailment` (0), `neutral` (1), `contradiction` (2).
|
| 734 |
+
|
| 735 |
+
#### ar
|
| 736 |
+
- `premise`: a `string` feature.
|
| 737 |
+
- `hypothesis`: a `string` feature.
|
| 738 |
+
- `label`: a classification label, with possible values including `entailment` (0), `neutral` (1), `contradiction` (2).
|
| 739 |
+
|
| 740 |
+
#### bg
|
| 741 |
+
- `premise`: a `string` feature.
|
| 742 |
+
- `hypothesis`: a `string` feature.
|
| 743 |
+
- `label`: a classification label, with possible values including `entailment` (0), `neutral` (1), `contradiction` (2).
|
| 744 |
+
|
| 745 |
+
#### de
|
| 746 |
+
- `premise`: a `string` feature.
|
| 747 |
+
- `hypothesis`: a `string` feature.
|
| 748 |
+
- `label`: a classification label, with possible values including `entailment` (0), `neutral` (1), `contradiction` (2).
|
| 749 |
+
|
| 750 |
+
#### el
|
| 751 |
+
- `premise`: a `string` feature.
|
| 752 |
+
- `hypothesis`: a `string` feature.
|
| 753 |
+
- `label`: a classification label, with possible values including `entailment` (0), `neutral` (1), `contradiction` (2).
|
| 754 |
+
|
| 755 |
+
### Data Splits
|
| 756 |
+
|
| 757 |
+
| name |train |validation|test|
|
| 758 |
+
|-------------|-----:|---------:|---:|
|
| 759 |
+
|all_languages|392702| 2490|5010|
|
| 760 |
+
|ar |392702| 2490|5010|
|
| 761 |
+
|bg |392702| 2490|5010|
|
| 762 |
+
|de |392702| 2490|5010|
|
| 763 |
+
|el |392702| 2490|5010|
|
| 764 |
+
|
| 765 |
+
## Dataset Creation
|
| 766 |
+
|
| 767 |
+
### Curation Rationale
|
| 768 |
+
|
| 769 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 770 |
+
|
| 771 |
+
### Source Data
|
| 772 |
+
|
| 773 |
+
#### Initial Data Collection and Normalization
|
| 774 |
+
|
| 775 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 776 |
+
|
| 777 |
+
#### Who are the source language producers?
|
| 778 |
+
|
| 779 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 780 |
+
|
| 781 |
+
### Annotations
|
| 782 |
+
|
| 783 |
+
#### Annotation process
|
| 784 |
+
|
| 785 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 786 |
+
|
| 787 |
+
#### Who are the annotators?
|
| 788 |
+
|
| 789 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 790 |
+
|
| 791 |
+
### Personal and Sensitive Information
|
| 792 |
+
|
| 793 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 794 |
+
|
| 795 |
+
## Considerations for Using the Data
|
| 796 |
+
|
| 797 |
+
### Social Impact of Dataset
|
| 798 |
+
|
| 799 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 800 |
+
|
| 801 |
+
### Discussion of Biases
|
| 802 |
+
|
| 803 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 804 |
+
|
| 805 |
+
### Other Known Limitations
|
| 806 |
+
|
| 807 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 808 |
+
|
| 809 |
+
## Additional Information
|
| 810 |
+
|
| 811 |
+
### Dataset Curators
|
| 812 |
+
|
| 813 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 814 |
+
|
| 815 |
+
### Licensing Information
|
| 816 |
+
|
| 817 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 818 |
+
|
| 819 |
+
### Citation Information
|
| 820 |
+
|
| 821 |
+
```
|
| 822 |
+
@InProceedings{conneau2018xnli,
|
| 823 |
+
author = {Conneau, Alexis
|
| 824 |
+
and Rinott, Ruty
|
| 825 |
+
and Lample, Guillaume
|
| 826 |
+
and Williams, Adina
|
| 827 |
+
and Bowman, Samuel R.
|
| 828 |
+
and Schwenk, Holger
|
| 829 |
+
and Stoyanov, Veselin},
|
| 830 |
+
title = {XNLI: Evaluating Cross-lingual Sentence Representations},
|
| 831 |
+
booktitle = {Proceedings of the 2018 Conference on Empirical Methods
|
| 832 |
+
in Natural Language Processing},
|
| 833 |
+
year = {2018},
|
| 834 |
+
publisher = {Association for Computational Linguistics},
|
| 835 |
+
location = {Brussels, Belgium},
|
| 836 |
+
}
|
| 837 |
+
```
|
| 838 |
+
|
| 839 |
+
|
| 840 |
+
### Contributions
|
| 841 |
+
|
| 842 |
+
Thanks to [@lewtun](https://github.com/lewtun), [@mariamabarham](https://github.com/mariamabarham), [@thomwolf](https://github.com/thomwolf), [@lhoestq](https://github.com/lhoestq), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset.
|
test/ar.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:57bd2e5d600b39fa4cfde461ecef56710a20fce60544aaaacc9d0193d82b99af
|
| 3 |
+
size 233002
|
test/bg.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:718075303deecc173d9ac9c57381f9c1dc1bf5e3af1ae494bd9897d5ca2474bd
|
| 3 |
+
size 258320
|
test/de.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7d4b959be2b4eae34382fa85d90ecdd763df0e8bd1fea251ef26669341e6c796
|
| 3 |
+
size 220967
|
test/el.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ac87aa1b82f1b8c74a08cb91463ebb9891f7197eb55122678c129327730a1459
|
| 3 |
+
size 280964
|
test/en.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:513ed50cdd7466ed95bddccc3d556603524ec44211a7e7adcebb1f53bb9c2f74
|
| 3 |
+
size 193135
|
test/es.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3dbc39043460d8177ff00828e3bbe79931b7cbc0e53f288b9882c899852332ed
|
| 3 |
+
size 209541
|
test/fr.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6965ea7b3bbd99c0d56628154e1e0d715a8e43203e309a04ee8cbf762d947359
|
| 3 |
+
size 219638
|
test/hi.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5edb3e7283982448c2a577178ea86996b92a793175ae8ece8e24e07efc8f68a5
|
| 3 |
+
size 300127
|
test/ru.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:86a33be9156bd0b54f1400ef9d107e445c1fe0de1a0e56185a838bfd9648e9f4
|
| 3 |
+
size 275621
|
test/sw.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:702d64a6aa15691c09499df915cfcbc15b30a0608391fd9cd81605320c88c8f8
|
| 3 |
+
size 193773
|
test/th.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:27dbfd1abbcb583f7690a0aacbe411998247bd5363e61a749293f108c35d3ad9
|
| 3 |
+
size 294030
|
test/tr.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d08a7a73a2be26a3830bcdf4eefe3a39d5298c60e744f975cc25595ce9cd0553
|
| 3 |
+
size 208048
|
test/ur.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f584ba23fe1e30df1716c8998792bfd1faee95ba2a38ce7607d4b2a7faf6bc52
|
| 3 |
+
size 254065
|
test/vi.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cd7a07864bf1872b85722f26b86f4e8b49694d56dbb215954ba35543d40fc699
|
| 3 |
+
size 220438
|
test/zh.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7b2b978cbdb2ee19a7775a39ce541998923a68033082b408d846100c40179762
|
| 3 |
+
size 205071
|
train/ar.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c6617cb3a1c2e337c57ad6d4ddea4a632ba9b309e7e3817401d4fced8bff1b90
|
| 3 |
+
size 18929058
|
train/bg.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ca65f443d9066cc249a27800e46c1dbaba65facc5e7c9eccb5c10430fef6afff
|
| 3 |
+
size 20545413
|
train/de.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b20baa33ff8ee80464ae3b69d590b2d2c2c427d9a727f89e7b686fa565b3c222
|
| 3 |
+
size 17768864
|
train/el.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:23a64c8d6dfa7b777c3935c6770dc2003ee8250514900a9e0bcf96acc9d76f46
|
| 3 |
+
size 22757125
|
train/en.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ab1b5f1d53de417dc88498844b3e1d7d4633601a5be43b050698b962a8814db0
|
| 3 |
+
size 16470620
|
train/es.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d9c5280e3b86bfd524bd5ea16170edc2c6214adadf6f8ab9db338bc7376cc5c4
|
| 3 |
+
size 16916130
|
train/fr.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3b8b9c6b194ad0d3a2b92dde64558faae1d8c6d20407bc2a7b1df659f626b236
|
| 3 |
+
size 17445657
|
train/hi.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c731a30a10c5250df5f237184d91f7c42001647e72dcc920194c144ce9d89029
|
| 3 |
+
size 23964118
|
train/ru.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:81e45c4bc86d38c76f419978c6f716e03e73b8d3d47b540ecbcda1fc10f56f27
|
| 3 |
+
size 21709852
|
train/sw.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:876d90874b6fca1b9f05554bebd3f71c2c25ded28d727bc34933f14424a0ede8
|
| 3 |
+
size 14867169
|
train/th.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d6e827f9f087d00d70a4813eac3da6f06e26ddb20633c1e04ddc88cb1d0263b5
|
| 3 |
+
size 24428714
|
train/tr.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8085f5177381ab872398486aec5e064e3a6930d8a4b2cb8031acc80d9a2d5b34
|
| 3 |
+
size 15605199
|
train/ur.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:02214b020397667d9f30345f147413b741c149944a7529e2008410b8fe38dd6d
|
| 3 |
+
size 14765512
|
train/vi.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d459426d8e7d9e2488aa69cfee1209f2907512ca0cacfdf1f03512ed17fe2294
|
| 3 |
+
size 17962036
|
train/zh.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:44c2139b466dd0001ef870a502b5b80cb7597226fea0052bebbdb5846aa1306e
|
| 3 |
+
size 16127621
|
validation/ar.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7c1c33814c47595c47def926d174150c7342529d67b5aef950868bb05f23f999
|
| 3 |
+
size 122792
|
validation/bg.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:164b21516f20fca149f1999adc6332b3ba03fc331ee9312861d51034aff1b76f
|
| 3 |
+
size 137688
|
validation/de.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8e3685282391d83a15470ceb94671a6b4238818af6d2dcb584cd37d5abe0766c
|
| 3 |
+
size 117007
|
validation/el.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fc6ef7484e9b96028f371bd090d20f3397303fa7a7481a37d90dd207ed4d09ec
|
| 3 |
+
size 147924
|
validation/en.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5a6206ed0b8973aca561773316372104d6116f18ec1f9422555d2ab8155239d5
|
| 3 |
+
size 101056
|
validation/es.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ab43da3fe978df1e0432999fd100a1cf442ad4872d209b3fc842913aa7699c6a
|
| 3 |
+
size 110061
|
validation/fr.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d9cb3b60d9c1ea2e241d4ce52df73cc87276cfc6b1ffdc92425473fe28ad4aed
|
| 3 |
+
size 115966
|
validation/hi.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:95a4de348dc5ef55b710219bb34655381cc20b0705d5319d95f017f590b6bd76
|
| 3 |
+
size 155184
|
validation/ru.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4138d2ccf1adc0e77d8e84c88360cd413ffd75b620ce45d839f1a9fbf756a173
|
| 3 |
+
size 146084
|
validation/sw.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:96aaf35f7940770202b2510073c9ea5bce1157dbd39eba1531917420f5c2ea07
|
| 3 |
+
size 100888
|
validation/th.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:510d1a23991b16a7ee7087b8afa4b093a21437bbfdcb527d05595d7c32bc99d4
|
| 3 |
+
size 152484
|
validation/tr.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d39eac5519a91fd5458291955578c74f342a3b59bc345084bc2f59020d3a3bba
|
| 3 |
+
size 108470
|
validation/ur.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2c550bc52943f251280508a59a960dda92028b250293a8a2b57198042d7b7bf0
|
| 3 |
+
size 134087
|
validation/vi.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5f62bd2772b605bceaf305799f5ddf27076b8e77bdaeea17cc1965bea71a66b0
|
| 3 |
+
size 117265
|
validation/zh.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:854383295007efd210611d0df85b2a08285924422329e7ff920e7ed5894d01c1
|
| 3 |
+
size 109233
|