autonlp-data-processor
commited on
Commit
•
609cc0b
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Parent(s):
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Processed data from autonlp data processor ([2021-10-18 16:39 ]
Browse files- README.md +95 -0
- processed/dataset_dict.json +1 -0
- processed/train/dataset.arrow +3 -0
- processed/train/dataset_info.json +67 -0
- processed/train/indices.arrow +3 -0
- processed/train/state.json +23 -0
- processed/valid/dataset.arrow +3 -0
- processed/valid/dataset_info.json +67 -0
- processed/valid/indices.arrow +3 -0
- processed/valid/state.json +23 -0
README.md
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---
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languages:
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- pt
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---
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# AutoNLP Dataset for project: pos-tag-bosque
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## Table of content
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- [Dataset Description](#dataset-description)
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- [Languages](#languages)
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- [Dataset Structure](#dataset-structure)
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- [Data Instances](#data-instances)
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- [Data Fields](#data-fields)
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- [Data Splits](#data-splits)
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## Dataset Descritpion
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This dataset has been automatically processed by AutoNLP for project pos-tag-bosque.
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### Languages
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The BCP-47 code for the dataset's language is pt.
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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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"tags": [
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5,
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7,
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0
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],
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"tokens": [
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"Um",
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"revivalismo",
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"refrescante"
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]
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},
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{
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"tags": [
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5,
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11,
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11,
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11,
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3,
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5,
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7,
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1,
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5,
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7,
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0,
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12
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],
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"tokens": [
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"O",
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"7",
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"e",
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"Meio",
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"\u00e9",
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"um",
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"ex-libris",
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"de",
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"a",
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"noite",
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"algarvia",
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"."
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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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"tags": "Sequence(feature=ClassLabel(num_classes=17, names=['ADJ', 'ADP', 'ADV', 'AUX', 'CCONJ', 'DET', 'INTJ', 'NOUN', 'NUM', 'PART', 'PRON', 'PROPN', 'PUNCT', 'SCONJ', 'SYM', 'VERB', 'X'], names_file=None, id=None), length=-1, id=None)",
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"tokens": "Sequence(feature=Value(dtype='string', 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 | 8328 |
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| valid | 476 |
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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:c12161da0e416ae4da30dd0046900a1e6142e197c5d306d838833f83bcaa68a3
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size 3612520
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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": "AutoNLP 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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"tags": {
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"feature": {
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"num_classes": 17,
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"names": [
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"ADJ",
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"ADP",
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"ADV",
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"AUX",
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"CCONJ",
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"DET",
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"INTJ",
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"NOUN",
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"NUM",
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"PART",
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"PRON",
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"PROPN",
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"PUNCT",
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"SCONJ",
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"SYM",
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"VERB",
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"X"
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],
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"names_file": null,
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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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"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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},
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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": 3608750,
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"num_examples": 8328,
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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/indices.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:59db338ae78a9b95649924313b73b735d00c6f821b0602a2872c55e18a3da0ce
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size 68200
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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": "790340a5e2ebb220",
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"_format_columns": [
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"split",
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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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"_indices_data_files": [
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{
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"filename": "indices.arrow"
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}
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],
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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:c12161da0e416ae4da30dd0046900a1e6142e197c5d306d838833f83bcaa68a3
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size 3612520
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processed/valid/dataset_info.json
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"citation": "",
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"config_name": null,
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"dataset_size": null,
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"description": "AutoNLP generated dataset",
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"download_checksums": null,
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8 |
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"download_size": null,
|
9 |
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"features": {
|
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"tags": {
|
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"feature": {
|
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"num_classes": 17,
|
13 |
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"names": [
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"ADJ",
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"ADP",
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"ADV",
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"AUX",
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"CCONJ",
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"DET",
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"INTJ",
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"NOUN",
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"NUM",
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"PART",
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"PRON",
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"PROPN",
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"PUNCT",
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"SCONJ",
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"SYM",
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"VERB",
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"X"
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],
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"names_file": null,
|
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"_type": "ClassLabel"
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},
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"_type": "Sequence"
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},
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"tokens": {
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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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"valid": {
|
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"name": "valid",
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"num_bytes": 3608750,
|
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"num_examples": 476,
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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/valid/indices.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:9934e0cc657257057cd82d882aeacac04b7620fc5b597e5b56b1d6378cbce6ba
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size 4232
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processed/valid/state.json
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{
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"filename": "dataset.arrow"
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"_format_columns": [
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"split",
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"tags",
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"tokens"
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