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--- |
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dataset_info: |
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|
- config_name: default |
|
|
features: |
|
|
- name: label |
|
|
dtype: int64 |
|
|
- name: t_label |
|
|
dtype: string |
|
|
- name: text |
|
|
dtype: string |
|
|
splits: |
|
|
- name: train |
|
|
num_bytes: 491481554 |
|
|
num_examples: 650000 |
|
|
- name: test |
|
|
num_bytes: 37861188 |
|
|
num_examples: 50000 |
|
|
download_size: 323230667 |
|
|
dataset_size: 529342742 |
|
|
- config_name: test |
|
|
features: |
|
|
- name: label |
|
|
dtype: int64 |
|
|
- name: t_label |
|
|
dtype: string |
|
|
- name: text |
|
|
dtype: string |
|
|
splits: |
|
|
- name: train |
|
|
num_bytes: 37861188 |
|
|
num_examples: 50000 |
|
|
download_size: 23535516 |
|
|
dataset_size: 37861188 |
|
|
configs: |
|
|
- config_name: default |
|
|
data_files: |
|
|
- split: train |
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|
path: data/train-* |
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- split: test |
|
|
path: data/test-* |
|
|
--- |
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|
## label |
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0 - Negative (from stars 0 and 1) |
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1 - Neutral (from star 2) |
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2 - Positive (from stars 3 and 4) |
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## example |
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``` |
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{'label': 0, |
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't_label': 'Negative', |
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'text': 'dr. goldberg offers everything i look for in a general practitioner. he's nice and easy to talk to without being patronizing; he's always on time in seeing his patients; he's affiliated with a top-notch hospital (nyu) which my parents have explained to me is very important in case something happens and you need surgery; and you can get referrals to see specialists without having to see him first. really, what more do you need? i'm sitting here trying to think of any complaints i have about him, but i'm really drawing a blank.'} |
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``` |
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## source |
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|
Yelp |
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cited from : |
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|
Xiang Zhang, Junbo Zhao, Yann LeCun. Character-level Convolutional Networks for Text Classification. Advances in Neural Information Processing Systems 28 (NIPS 2015). |
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