autotrain-data-processor
commited on
Commit
•
0bcde01
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Parent(s):
67d50a2
Processed data from AutoTrain data processor ([2022-08-19 06:52 ]
Browse files- README.md +97 -0
- processed/dataset_dict.json +1 -0
- processed/train/dataset.arrow +3 -0
- processed/train/dataset_info.json +157 -0
- processed/train/state.json +20 -0
- processed/valid/dataset.arrow +3 -0
- processed/valid/dataset_info.json +157 -0
- processed/valid/state.json +20 -0
README.md
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---
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{}
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---
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# AutoTrain Dataset for project: MedicalTokenClassification
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## Dataset Descritpion
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This dataset has been automatically processed by AutoTrain for project MedicalTokenClassification.
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### Languages
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The BCP-47 code for the dataset's language is unk.
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## Dataset Structure
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### Data Instances
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A sample from this dataset looks as follows:
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```json
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[
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{
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"feat_id": "13104",
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"tokens": [
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"Jackie",
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"Frank"
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],
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"feat_pos_tags": [
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21,
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21
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],
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"feat_chunk_tags": [
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5,
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16
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],
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"tags": [
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3,
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7
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]
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},
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{
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"feat_id": "9297",
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"tokens": [
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"U.S.",
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"lauds",
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"Russian-Chechen",
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"deal",
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"."
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],
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"feat_pos_tags": [
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21,
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20,
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15,
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20,
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7
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],
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"feat_chunk_tags": [
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5,
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16,
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16,
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16,
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22
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],
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"tags": [
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0,
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8,
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1,
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8,
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8
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]
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}
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]
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```
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### Dataset Fields
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The dataset has the following fields (also called "features"):
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```json
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{
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"feat_id": "Value(dtype='string', id=None)",
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"tokens": "Sequence(feature=Value(dtype='string', id=None), length=-1, id=None)",
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"feat_pos_tags": "Sequence(feature=ClassLabel(num_classes=47, names=['\"', '#', '$', \"''\", '(', ')', ',', '.', ':', 'CC', 'CD', 'DT', 'EX', 'FW', 'IN', 'JJ', 'JJR', 'JJS', 'LS', 'MD', 'NN', 'NNP', 'NNPS', 'NNS', 'NN|SYM', 'PDT', 'POS', 'PRP', 'PRP$', 'RB', 'RBR', 'RBS', 'RP', 'SYM', 'TO', 'UH', 'VB', 'VBD', 'VBG', 'VBN', 'VBP', 'VBZ', 'WDT', 'WP', 'WP$', 'WRB', '``'], id=None), length=-1, id=None)",
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"feat_chunk_tags": "Sequence(feature=ClassLabel(num_classes=23, names=['B-ADJP', 'B-ADVP', 'B-CONJP', 'B-INTJ', 'B-LST', 'B-NP', 'B-PP', 'B-PRT', 'B-SBAR', 'B-UCP', 'B-VP', 'I-ADJP', 'I-ADVP', 'I-CONJP', 'I-INTJ', 'I-LST', 'I-NP', 'I-PP', 'I-PRT', 'I-SBAR', 'I-UCP', 'I-VP', 'O'], id=None), length=-1, id=None)",
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"tags": "Sequence(feature=ClassLabel(num_classes=9, names=['B-LOC', 'B-MISC', 'B-ORG', 'B-PER', 'I-LOC', 'I-MISC', 'I-ORG', 'I-PER', 'O'], id=None), length=-1, id=None)"
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}
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```
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### Dataset Splits
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This dataset is split into a train and validation split. The split sizes are as follow:
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| Split name | Num samples |
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| ------------ | ------------------- |
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| train | 10014 |
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| valid | 4028 |
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processed/dataset_dict.json
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{"splits": ["train", "valid"]}
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processed/train/dataset.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:24f62b86e7f1c634dd71169b604d5435e4a6e1a0542c9efd6981ec13d56c6f4a
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size 4938560
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processed/train/dataset_info.json
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{
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"builder_name": null,
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"citation": "",
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"config_name": null,
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"dataset_size": null,
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"description": "AutoTrain generated dataset",
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"download_checksums": null,
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"download_size": null,
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"features": {
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"feat_id": {
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"dtype": "string",
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"id": null,
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"_type": "Value"
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},
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"tokens": {
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"feature": {
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"dtype": "string",
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"id": null,
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"_type": "Value"
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},
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"length": -1,
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"id": null,
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"_type": "Sequence"
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},
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"feat_pos_tags": {
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+
"feature": {
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27 |
+
"num_classes": 47,
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"names": [
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"\"",
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"#",
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"$",
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"''",
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"(",
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")",
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",",
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".",
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":",
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"CC",
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"CD",
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"DT",
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"EX",
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"FW",
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"IN",
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"JJ",
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"JJR",
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"JJS",
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"LS",
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"MD",
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"NN",
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"NNP",
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"NNPS",
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"NNS",
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"NN|SYM",
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"PDT",
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"POS",
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"PRP",
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"PRP$",
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"RB",
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"RBR",
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"RBS",
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"RP",
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"SYM",
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"TO",
|
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"UH",
|
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"VB",
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"VBD",
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"VBG",
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"VBN",
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"VBP",
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"VBZ",
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"WDT",
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+
"WP",
|
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"WP$",
|
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"WRB",
|
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"``"
|
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+
],
|
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+
"id": null,
|
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+
"_type": "ClassLabel"
|
79 |
+
},
|
80 |
+
"length": -1,
|
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+
"id": null,
|
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+
"_type": "Sequence"
|
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+
},
|
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+
"feat_chunk_tags": {
|
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+
"feature": {
|
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+
"num_classes": 23,
|
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+
"names": [
|
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+
"B-ADJP",
|
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"B-ADVP",
|
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+
"B-CONJP",
|
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+
"B-INTJ",
|
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+
"B-LST",
|
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+
"B-NP",
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"B-PP",
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"B-PRT",
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"B-SBAR",
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"B-UCP",
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"B-VP",
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"I-ADJP",
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"I-ADVP",
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+
"I-CONJP",
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"I-INTJ",
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"I-LST",
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"I-NP",
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"I-PP",
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"I-PRT",
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"I-SBAR",
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+
"I-UCP",
|
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+
"I-VP",
|
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+
"O"
|
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+
],
|
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+
"id": null,
|
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+
"_type": "ClassLabel"
|
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+
},
|
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"length": -1,
|
116 |
+
"id": null,
|
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"_type": "Sequence"
|
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},
|
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"tags": {
|
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"feature": {
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"num_classes": 9,
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"names": [
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"B-LOC",
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"B-MISC",
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"B-ORG",
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"B-PER",
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"I-LOC",
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"I-MISC",
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"I-ORG",
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"I-PER",
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"O"
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],
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"id": null,
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"_type": "ClassLabel"
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},
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+
"length": -1,
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"id": null,
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"_type": "Sequence"
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}
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},
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"homepage": "",
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"license": "",
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"post_processed": null,
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"post_processing_size": null,
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"size_in_bytes": null,
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"splits": {
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"train": {
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"name": "train",
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"num_bytes": 4930007,
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"num_examples": 10014,
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"dataset_name": null
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}
|
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},
|
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"supervised_keys": null,
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"task_templates": null,
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"version": null
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}
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processed/train/state.json
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{
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"_data_files": [
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{
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"filename": "dataset.arrow"
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}
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],
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"_fingerprint": "0274bbd00f190d03",
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"_format_columns": [
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"feat_chunk_tags",
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"feat_id",
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"feat_pos_tags",
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"tags",
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"tokens"
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],
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"_format_kwargs": {},
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"_format_type": null,
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"_indexes": {},
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"_output_all_columns": false,
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"_split": null
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}
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processed/valid/dataset.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:e9cacd128ad33ded6b8f21fd3ac07a371ab42bd8e109b7c8895d85f21b5a2722
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size 2006240
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processed/valid/dataset_info.json
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{
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"builder_name": null,
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"citation": "",
|
4 |
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"config_name": null,
|
5 |
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processed/valid/state.json
ADDED
@@ -0,0 +1,20 @@
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|
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|
|
1 |
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{
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3 |
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{
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4 |
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5 |
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10 |
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11 |
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12 |
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13 |
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