README.md

metadata

license: cc0-1.0
task_categories:
  - text-generation
  - text2text-generation
language:
  - th
size_categories:
  - 10K<n<100K
dataset_info:
  features:
    - name: inputs
      dtype: string
    - name: targets
      dtype: string
  splits:
    - name: train
      num_bytes: 10377964
      num_examples: 21628
    - name: validation
      num_bytes: 1154811
      num_examples: 2404
    - name: test
      num_bytes: 1285694
      num_examples: 2671
  download_size: 3555139
  dataset_size: 12818469

wisesight_sentiment_prompt is the instruct fellow dataset for sentiment Thai text by prompt. It can use fine-tuning model.

• inputs: Prompt
• targets: Text targets that AI should answer.

Template

Inputs: ข้อความต่อไปนี้จัดประเภทเป็น positive, neutral, negative หรือ question: {text}

targets: ข้อความสามารถกำกับเป็น {category}

Notebook that used create this dataset: https://github.com/PyThaiNLP/support-aya-datasets/blob/main/sentiment-analysis/wisesight_sentiment.ipynb

Wisesight Sentiment Corpus: Social media messages in Thai language with sentiment category (positive, neutral, negative, question)

• Released to public domain under Creative Commons Zero v1.0 Universal license.
• Size: 26,737 messages
• Language: Central Thai
• Style: Informal and conversational. With some news headlines and advertisement.
• Time period: Around 2016 to early 2019. With small amount from other period.
• Domains: Mixed. Majority are consumer products and services (restaurants, cosmetics, drinks, car, hotels), with some current affairs.

See morewisesight_sentiment.

PyThaiNLP