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  1. README.md +85 -0
  2. data/test.csv +0 -0
  3. data/train.csv +0 -0
  4. data/validation.csv +0 -0
  5. gitattributes +55 -0
README.md ADDED
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+ ---
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+ language:
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+ - id
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+ multilinguality:
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+ - monolingual
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+ size_categories:
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+ - 1K<n<10K
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+ task_categories:
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+ - feature-extraction
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+ - sentence-similarity
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+ tags:
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+ - sentence-transformers
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+ pretty_name: stsb-indo-edu
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+ dataset_info:
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+ features:
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+ - name: sentence1
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+ dtype: string
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+ - name: sentence2
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+ dtype: string
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+ - name: score
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+ dtype: float64
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+ splits:
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+ - name: train
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+ num_bytes: 914517
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+ num_examples: 6198
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+ - name: validation
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+ num_bytes: 246862
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+ num_examples: 1536
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+ - name: test
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+ num_bytes: 192835
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+ num_examples: 1379
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+ download_size: 720899
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+ dataset_size: 1141149
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: data/train.*
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+ - split: validation
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+ path: data/validation.*
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+ - split: test
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+ path: data/test.*
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+ ---
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+
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+
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+
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+ # Dataset Card for STSB
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+
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+ This dataset is sourced from the [sentence-transformers/stsb](https://huggingface.co/datasets/sentence-transformers/stsb) repository.
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+ The content has been translated using DeepL machine translation.
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+
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+ 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.
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+ 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.
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+
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+ ## Dataset Details
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+
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+ This dataset improved with new dataset focus on Indonesian Education related from official government website, indonesian news article:
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+
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+ ```csv
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+ * Ministry of Education, Culture, Research, and Technology (Kemendikbudristek): https://www.kemdikbud.go.id
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+ * National Research and Innovation Agency (BRIN): https://www.brin.go.id
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+ * Lembaga Tes Masuk Perguruan Tinggi (LTMPT): https://www.ltmpt.ac.id
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+ * Indonesia National Qualifications Framework (KKNI): https://kkni.kemdikbud.go.id
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+ * Indonesian Accreditation Board for Higher Education (BAN-PT): https://www.banpt.or.id
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+ * Indonesia Endowment Fund for Education (LPDP): https://www.lpdp.kemenkeu.go.id
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+ * Beasiswa Unggulan Kemendikbudristek: https://beasiswaunggulan.kemdikbud.go.id
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+ * Indonesian International Student Mobility Awards (IISMA): https://iisma.kemdikbud.go.id
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+ * Pangkalan Data Pendidikan Tinggi (PDDikti): https://pddikti.kemdikbud.go.id
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+ * Sistem Seleksi Masuk Perguruan Tinggi Negeri (SSCASN & SNPMB): https://snpmb.bppp.kemdikbud.go.id
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+ ```
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+
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+ ## Dataset specification
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+
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+ * Columns: "sentence1", "sentence2", "score"
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+ * Column types: `str`, `str`, `float`
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+ * Examples:
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+ ```python
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+ {
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+ 'sentence1': 'Penggunaan papan tulis digital mulai diterapkan di beberapa SD.',
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+ 'sentence2': 'Media belajar modern ini memudahkan interaksi siswa dan guru.',
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+ 'score': 0.77,
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+ }
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+ ```
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+ * Collection strategy: Reading the sentences and score from STSB dataset and dividing the score by 5.
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+ * Deduplified: No
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+ # Audio files - uncompressed
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+ # Audio files - compressed
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+ # Image files - uncompressed
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+ # Image files - compressed
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