Datasets:
Tasks:
Token Classification
Sub-tasks:
named-entity-recognition
Languages:
English
Size:
10K<n<100K
License:
Convert dataset to Parquet
Browse filesConvert dataset to Parquet.
- README.md +196 -186
- fabner/test-00000-of-00001.parquet +3 -0
- fabner/train-00000-of-00001.parquet +3 -0
- fabner/validation-00000-of-00001.parquet +3 -0
README.md
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---
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annotations_creators:
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- expert-generated
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-
language:
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-
- en
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language_creators:
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- found
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license:
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- other
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multilinguality:
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- monolingual
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-
pretty_name: FabNER is a manufacturing text dataset for Named Entity Recognition.
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size_categories:
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- 10K<n<100K
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source_datasets: []
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-
tags:
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-
- manufacturing
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-
- 2000-2020
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task_categories:
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- token-classification
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task_ids:
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- named-entity-recognition
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dataset_info:
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---
|
| 205 |
|
| 206 |
# Dataset Card for FabNER
|
|
|
|
| 1 |
---
|
| 2 |
annotations_creators:
|
| 3 |
- expert-generated
|
|
|
|
|
|
|
| 4 |
language_creators:
|
| 5 |
- found
|
| 6 |
+
language:
|
| 7 |
+
- en
|
| 8 |
license:
|
| 9 |
- other
|
| 10 |
multilinguality:
|
| 11 |
- monolingual
|
|
|
|
| 12 |
size_categories:
|
| 13 |
- 10K<n<100K
|
| 14 |
source_datasets: []
|
|
|
|
|
|
|
|
|
|
| 15 |
task_categories:
|
| 16 |
- token-classification
|
| 17 |
task_ids:
|
| 18 |
- named-entity-recognition
|
| 19 |
+
pretty_name: FabNER is a manufacturing text dataset for Named Entity Recognition.
|
| 20 |
+
tags:
|
| 21 |
+
- manufacturing
|
| 22 |
+
- 2000-2020
|
| 23 |
dataset_info:
|
| 24 |
+
- config_name: fabner
|
| 25 |
+
features:
|
| 26 |
+
- name: id
|
| 27 |
+
dtype: string
|
| 28 |
+
- name: tokens
|
| 29 |
+
sequence: string
|
| 30 |
+
- name: ner_tags
|
| 31 |
+
sequence:
|
| 32 |
+
class_label:
|
| 33 |
+
names:
|
| 34 |
+
'0': O
|
| 35 |
+
'1': B-MATE
|
| 36 |
+
'2': I-MATE
|
| 37 |
+
'3': E-MATE
|
| 38 |
+
'4': S-MATE
|
| 39 |
+
'5': B-MANP
|
| 40 |
+
'6': I-MANP
|
| 41 |
+
'7': E-MANP
|
| 42 |
+
'8': S-MANP
|
| 43 |
+
'9': B-MACEQ
|
| 44 |
+
'10': I-MACEQ
|
| 45 |
+
'11': E-MACEQ
|
| 46 |
+
'12': S-MACEQ
|
| 47 |
+
'13': B-APPL
|
| 48 |
+
'14': I-APPL
|
| 49 |
+
'15': E-APPL
|
| 50 |
+
'16': S-APPL
|
| 51 |
+
'17': B-FEAT
|
| 52 |
+
'18': I-FEAT
|
| 53 |
+
'19': E-FEAT
|
| 54 |
+
'20': S-FEAT
|
| 55 |
+
'21': B-PRO
|
| 56 |
+
'22': I-PRO
|
| 57 |
+
'23': E-PRO
|
| 58 |
+
'24': S-PRO
|
| 59 |
+
'25': B-CHAR
|
| 60 |
+
'26': I-CHAR
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| 61 |
+
'27': E-CHAR
|
| 62 |
+
'28': S-CHAR
|
| 63 |
+
'29': B-PARA
|
| 64 |
+
'30': I-PARA
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| 65 |
+
'31': E-PARA
|
| 66 |
+
'32': S-PARA
|
| 67 |
+
'33': B-ENAT
|
| 68 |
+
'34': I-ENAT
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| 69 |
+
'35': E-ENAT
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| 70 |
+
'36': S-ENAT
|
| 71 |
+
'37': B-CONPRI
|
| 72 |
+
'38': I-CONPRI
|
| 73 |
+
'39': E-CONPRI
|
| 74 |
+
'40': S-CONPRI
|
| 75 |
+
'41': B-MANS
|
| 76 |
+
'42': I-MANS
|
| 77 |
+
'43': E-MANS
|
| 78 |
+
'44': S-MANS
|
| 79 |
+
'45': B-BIOP
|
| 80 |
+
'46': I-BIOP
|
| 81 |
+
'47': E-BIOP
|
| 82 |
+
'48': S-BIOP
|
| 83 |
+
splits:
|
| 84 |
+
- name: train
|
| 85 |
+
num_bytes: 4394010
|
| 86 |
+
num_examples: 9435
|
| 87 |
+
- name: validation
|
| 88 |
+
num_bytes: 934347
|
| 89 |
+
num_examples: 2183
|
| 90 |
+
- name: test
|
| 91 |
+
num_bytes: 940136
|
| 92 |
+
num_examples: 2064
|
| 93 |
+
download_size: 1265830
|
| 94 |
+
dataset_size: 6268493
|
| 95 |
+
- config_name: fabner_bio
|
| 96 |
+
features:
|
| 97 |
+
- name: id
|
| 98 |
+
dtype: string
|
| 99 |
+
- name: tokens
|
| 100 |
+
sequence: string
|
| 101 |
+
- name: ner_tags
|
| 102 |
+
sequence:
|
| 103 |
+
class_label:
|
| 104 |
+
names:
|
| 105 |
+
'0': O
|
| 106 |
+
'1': B-MATE
|
| 107 |
+
'2': I-MATE
|
| 108 |
+
'3': B-MANP
|
| 109 |
+
'4': I-MANP
|
| 110 |
+
'5': B-MACEQ
|
| 111 |
+
'6': I-MACEQ
|
| 112 |
+
'7': B-APPL
|
| 113 |
+
'8': I-APPL
|
| 114 |
+
'9': B-FEAT
|
| 115 |
+
'10': I-FEAT
|
| 116 |
+
'11': B-PRO
|
| 117 |
+
'12': I-PRO
|
| 118 |
+
'13': B-CHAR
|
| 119 |
+
'14': I-CHAR
|
| 120 |
+
'15': B-PARA
|
| 121 |
+
'16': I-PARA
|
| 122 |
+
'17': B-ENAT
|
| 123 |
+
'18': I-ENAT
|
| 124 |
+
'19': B-CONPRI
|
| 125 |
+
'20': I-CONPRI
|
| 126 |
+
'21': B-MANS
|
| 127 |
+
'22': I-MANS
|
| 128 |
+
'23': B-BIOP
|
| 129 |
+
'24': I-BIOP
|
| 130 |
+
splits:
|
| 131 |
+
- name: train
|
| 132 |
+
num_bytes: 4394010
|
| 133 |
+
num_examples: 9435
|
| 134 |
+
- name: validation
|
| 135 |
+
num_bytes: 934347
|
| 136 |
+
num_examples: 2183
|
| 137 |
+
- name: test
|
| 138 |
+
num_bytes: 940136
|
| 139 |
+
num_examples: 2064
|
| 140 |
+
download_size: 1258672
|
| 141 |
+
dataset_size: 6268493
|
| 142 |
+
- config_name: fabner_simple
|
| 143 |
+
features:
|
| 144 |
+
- name: id
|
| 145 |
+
dtype: string
|
| 146 |
+
- name: tokens
|
| 147 |
+
sequence: string
|
| 148 |
+
- name: ner_tags
|
| 149 |
+
sequence:
|
| 150 |
+
class_label:
|
| 151 |
+
names:
|
| 152 |
+
'0': O
|
| 153 |
+
'1': MATE
|
| 154 |
+
'2': MANP
|
| 155 |
+
'3': MACEQ
|
| 156 |
+
'4': APPL
|
| 157 |
+
'5': FEAT
|
| 158 |
+
'6': PRO
|
| 159 |
+
'7': CHAR
|
| 160 |
+
'8': PARA
|
| 161 |
+
'9': ENAT
|
| 162 |
+
'10': CONPRI
|
| 163 |
+
'11': MANS
|
| 164 |
+
'12': BIOP
|
| 165 |
+
splits:
|
| 166 |
+
- name: train
|
| 167 |
+
num_bytes: 4394010
|
| 168 |
+
num_examples: 9435
|
| 169 |
+
- name: validation
|
| 170 |
+
num_bytes: 934347
|
| 171 |
+
num_examples: 2183
|
| 172 |
+
- name: test
|
| 173 |
+
num_bytes: 940136
|
| 174 |
+
num_examples: 2064
|
| 175 |
+
download_size: 1233960
|
| 176 |
+
dataset_size: 6268493
|
| 177 |
+
- config_name: text2tech
|
| 178 |
+
features:
|
| 179 |
+
- name: id
|
| 180 |
+
dtype: string
|
| 181 |
+
- name: tokens
|
| 182 |
+
sequence: string
|
| 183 |
+
- name: ner_tags
|
| 184 |
+
sequence:
|
| 185 |
+
class_label:
|
| 186 |
+
names:
|
| 187 |
+
'0': O
|
| 188 |
+
'1': Technological System
|
| 189 |
+
'2': Method
|
| 190 |
+
'3': Material
|
| 191 |
+
'4': Technical Field
|
| 192 |
+
splits:
|
| 193 |
+
- name: train
|
| 194 |
+
num_bytes: 4394010
|
| 195 |
+
num_examples: 9435
|
| 196 |
+
- name: validation
|
| 197 |
+
num_bytes: 934347
|
| 198 |
+
num_examples: 2183
|
| 199 |
+
- name: test
|
| 200 |
+
num_bytes: 940136
|
| 201 |
+
num_examples: 2064
|
| 202 |
+
download_size: 1192966
|
| 203 |
+
dataset_size: 6268493
|
| 204 |
+
configs:
|
| 205 |
+
- config_name: fabner
|
| 206 |
+
data_files:
|
| 207 |
+
- split: train
|
| 208 |
+
path: fabner/train-*
|
| 209 |
+
- split: validation
|
| 210 |
+
path: fabner/validation-*
|
| 211 |
+
- split: test
|
| 212 |
+
path: fabner/test-*
|
| 213 |
+
default: true
|
| 214 |
---
|
| 215 |
|
| 216 |
# Dataset Card for FabNER
|
fabner/test-00000-of-00001.parquet
ADDED
|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e0406c84c4f5709e0ef22fdcadf5d5d40f70f6a8e63847852421f2df127e99eb
|
| 3 |
+
size 187818
|
fabner/train-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fc7fa7f8d45a6d98953d677be056c96ca6b8fbd0dee4e1e1ccd39eb149cc3ea9
|
| 3 |
+
size 886876
|
fabner/validation-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bf1f5f2b4b3787b719994c433e5a3179f2c71b23055818fa130020592bce126b
|
| 3 |
+
size 191136
|