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fathan
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autotrain-data-code-mixed-language-identification

Tasks:
Token Classification
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Processed data from AutoTrain data processor ([2023-02-15 03:14 ]

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Files changed (8) hide show
  1. README.md +112 -0
  2. processed/dataset_dict.json +1 -0
  3. processed/train/dataset.arrow +3 -0
  4. processed/train/dataset_info.json +42 -0
  5. processed/train/state.json +18 -0
  6. processed/valid/dataset.arrow +3 -0
  7. processed/valid/dataset_info.json +42 -0
  8. processed/valid/state.json +18 -0
README.md ADDED
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+ ---
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+ task_categories:
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+ - token-classification
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+
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+ ---
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+ # AutoTrain Dataset for project: code-mixed-language-identification
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+
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+ ## Dataset Description
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+
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+ This dataset has been automatically processed by AutoTrain for project code-mixed-language-identification.
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+
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+ ### Languages
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+
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+ The BCP-47 code for the dataset's language is unk.
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+
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+ ## Dataset Structure
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+
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+ ### Data Instances
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+
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+ A sample from this dataset looks as follows:
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+
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+ ```json
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+ [
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+ {
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+ "feat_Unnamed: 0": 9180,
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+ "tokens": [
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+ "keren",
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+ "banget",
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+ "projectnya",
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+ "\ud83d\udc4f"
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+ ],
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+ "tags": [
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+ 1,
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+ 1,
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+ 3,
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+ 6
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+ ]
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+ },
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+ {
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+ "feat_Unnamed: 0": 1911,
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+ "tokens": [
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+ "ygshop",
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+ "juga",
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+ "lolaaaa",
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+ ".",
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+ "mau",
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+ "order",
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+ "piye",
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+ "lek",
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+ "loadinge",
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+ "ngene",
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+ "!",
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+ "ate",
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+ "tuku",
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+ "piye",
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+ "lek",
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+ "loadingnge",
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+ "ngene",
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+ "?",
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+ "welcome",
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+ "back",
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+ "albummmmm",
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+ "!!"
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+ ],
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+ "tags": [
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+ 3,
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+ 1,
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+ 3,
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+ 6,
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+ 1,
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+ 1,
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+ 0,
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+ 0,
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+ 0,
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+ 6
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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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+
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+ The dataset has the following fields (also called "features"):
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+
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+ ```json
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+ {
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+ "feat_Unnamed: 0": "Value(dtype='int64', id=None)",
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+ "tokens": "Sequence(feature=Value(dtype='string', id=None), length=-1, id=None)",
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+ "tags": "Sequence(feature=ClassLabel(names=['EN', 'ID', 'JV', 'MIX_ID_EN', 'MIX_ID_JV', 'MIX_JV_EN', 'OTH'], id=None), length=-1, id=None)"
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+ }
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+ ```
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+
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+ ### Dataset Splits
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+
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+ This dataset is split into a train and validation split. The split sizes are as follow:
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+
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+ | Split name | Num samples |
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+ | ------------ | ------------------- |
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+ | train | 7868 |
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+ | valid | 3151 |
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