stsb-indo-edu / README.md
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metadata
language:
  - id
multilinguality:
  - monolingual
size_categories:
  - 1K<n<10K
task_categories:
  - feature-extraction
  - sentence-similarity
tags:
  - sentence-transformers
pretty_name: stsb-indo-edu
dataset_info:
  features:
    - name: sentence1
      dtype: string
    - name: sentence2
      dtype: string
    - name: score
      dtype: float64
  splits:
    - name: train
      num_bytes: 914517
      num_examples: 6198
    - name: validation
      num_bytes: 246862
      num_examples: 1536
    - name: test
      num_bytes: 209681
      num_examples: 1417
  download_size: 720899
  dataset_size: 1141149
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train.*
      - split: validation
        path: data/validation.*
      - split: test
        path: data/test.*

Dataset Card for STSB

This dataset is sourced from the sentence-transformers/stsb repository. The content has been translated using DeepL machine translation.

The Semantic Textual Similarity Benchmark (Cer et al., 2017) is a collection of sentence pairs drawn from news headlines, video and image captions, and natural language inference data. Each pair is human-annotated with a similarity score from 1 to 5. However, for this variant, the similarity scores are normalized to between 0 and 1.

Dataset Details

This dataset improved with new dataset focus on Indonesian Education related from official government website, indonesian news article:

* Ministry of Education, Culture, Research, and Technology (Kemendikbudristek): https://www.kemdikbud.go.id
* National Research and Innovation Agency (BRIN): https://www.brin.go.id
* Lembaga Tes Masuk Perguruan Tinggi (LTMPT): https://www.ltmpt.ac.id
* Indonesia National Qualifications Framework (KKNI): https://kkni.kemdikbud.go.id
* Indonesian Accreditation Board for Higher Education (BAN-PT): https://www.banpt.or.id
* Indonesia Endowment Fund for Education (LPDP): https://www.lpdp.kemenkeu.go.id
* Beasiswa Unggulan Kemendikbudristek: https://beasiswaunggulan.kemdikbud.go.id
* Indonesian International Student Mobility Awards (IISMA): https://iisma.kemdikbud.go.id
* Pangkalan Data Pendidikan Tinggi (PDDikti): https://pddikti.kemdikbud.go.id
* Sistem Seleksi Masuk Perguruan Tinggi Negeri (SSCASN & SNPMB): https://snpmb.bppp.kemdikbud.go.id

Dataset specification

  • Columns: "sentence1", "sentence2", "score"
  • Column types: str, str, float
  • Examples:
    {
      'sentence1': 'Penggunaan papan tulis digital mulai diterapkan di beberapa SD.',
      'sentence2': 'Media belajar modern ini memudahkan interaksi siswa dan guru.',
      'score': 0.77,
    }
    
  • Collection strategy: Reading the sentences and score from STSB dataset and dividing the score by 5.
  • Deduplified: No