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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-
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---
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# 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
|
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+
'8': S-MANP
|
43 |
+
'9': B-MACEQ
|
44 |
+
'10': I-MACEQ
|
45 |
+
'11': E-MACEQ
|
46 |
+
'12': S-MACEQ
|
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+
'13': B-APPL
|
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+
'14': I-APPL
|
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+
'15': E-APPL
|
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+
'16': S-APPL
|
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+
'17': B-FEAT
|
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+
'18': I-FEAT
|
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+
'19': E-FEAT
|
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+
'20': S-FEAT
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+
'21': B-PRO
|
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+
'22': I-PRO
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+
'23': E-PRO
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+
'24': S-PRO
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+
'25': B-CHAR
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+
'26': I-CHAR
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+
'27': E-CHAR
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+
'28': S-CHAR
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+
'29': B-PARA
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+
'30': I-PARA
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+
'31': E-PARA
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+
'32': S-PARA
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+
'33': B-ENAT
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+
'34': I-ENAT
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+
'35': E-ENAT
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+
'36': S-ENAT
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+
'37': B-CONPRI
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+
'38': I-CONPRI
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+
'39': E-CONPRI
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+
'40': S-CONPRI
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+
'41': B-MANS
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+
'42': I-MANS
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+
'43': E-MANS
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+
'44': S-MANS
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+
'45': B-BIOP
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+
'46': I-BIOP
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+
'47': E-BIOP
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+
'48': S-BIOP
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+
splits:
|
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+
- name: train
|
85 |
+
num_bytes: 4394010
|
86 |
+
num_examples: 9435
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+
- name: validation
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88 |
+
num_bytes: 934347
|
89 |
+
num_examples: 2183
|
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+
- name: test
|
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+
num_bytes: 940136
|
92 |
+
num_examples: 2064
|
93 |
+
download_size: 1265830
|
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+
dataset_size: 6268493
|
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+
- config_name: fabner_bio
|
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+
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
|
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+
'11': B-PRO
|
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+
'12': I-PRO
|
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+
'13': B-CHAR
|
119 |
+
'14': I-CHAR
|
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+
'15': B-PARA
|
121 |
+
'16': I-PARA
|
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+
'17': B-ENAT
|
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+
'18': I-ENAT
|
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+
'19': B-CONPRI
|
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+
'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
|
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+
dataset_size: 6268493
|
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+
- config_name: fabner_simple
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+
features:
|
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+
- name: id
|
145 |
+
dtype: string
|
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+
- name: tokens
|
147 |
+
sequence: string
|
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+
- name: ner_tags
|
149 |
+
sequence:
|
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+
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
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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
|
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+
configs:
|
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+
- config_name: fabner
|
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+
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
|
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---
|
215 |
|
216 |
# Dataset Card for FabNER
|
fabner/test-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:e0406c84c4f5709e0ef22fdcadf5d5d40f70f6a8e63847852421f2df127e99eb
|
3 |
+
size 187818
|
fabner/train-00000-of-00001.parquet
ADDED
@@ -0,0 +1,3 @@
|
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|
|
|
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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 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bf1f5f2b4b3787b719994c433e5a3179f2c71b23055818fa130020592bce126b
|
3 |
+
size 191136
|