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metadata
dataset_info:
  features:
    - name: sentence
      dtype: string
    - name: aspect
      dtype: string
    - name: sentiment
      dtype: string
    - name: text
      dtype: string
  splits:
    - name: train
      num_bytes: 1681487
      num_examples: 3759
    - name: test
      num_bytes: 477702
      num_examples: 1056
  download_size: 4972663
  dataset_size: 2159189
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: test
        path: data/test-*

semeval2016-full-absa-reviews-english-translated-resampled Dataset

Description

The semeval2016-full-absa-reviews-english-translated-resampled dataset is an annotated dataset for aspect-based sentiment analysis. Each example in the dataset consists of a sentence, its corresponding aspect, sentiment, and additional text for context. The dataset is divided into train and test sets.

Credits

Used eastwind/semeval-2016-absa-reviews-english-translated-resampled, which is derived from eastwind/semeval-2016-absa-reviews-english-translated-stanford-alpaca, by upsampling the neutral class and then resampling 3k examples from each class.

The here represented dataset is a result of summarization of the aspects and sentiments per equal sentence. In addition a textual representation is added for training purpose.

Features

  • sentence: The main text of the sentence.
  • aspect: The aspect targeted by the sentiment.
  • sentiment: The sentiment expressed towards the aspect.
  • text: A textual representation of the dataset for training.

Splits

  • Train: Contains 3,759 training examples, totaling 1,673,969 bytes.
  • Test: Contains 1,056 testing examples, totaling 475,590 bytes.

Download

  • Download Size: 990,515 bytes
  • Dataset Size: 2,149,559 bytes

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