Datasets:
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Browse files- README.md +85 -0
- data/test.csv +0 -0
- data/train.csv +0 -0
- data/validation.csv +0 -0
- gitattributes +55 -0
README.md
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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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# Dataset Card for STSB
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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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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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## Dataset Details
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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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```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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## Dataset specification
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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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data/test.csv
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data/train.csv
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data/validation.csv
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gitattributes
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*.7z filter=lfs diff=lfs merge=lfs -text
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*.arrow filter=lfs diff=lfs merge=lfs -text
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*.bin filter=lfs diff=lfs merge=lfs -text
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*.bz2 filter=lfs diff=lfs merge=lfs -text
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*.ckpt filter=lfs diff=lfs merge=lfs -text
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*.ftz filter=lfs diff=lfs merge=lfs -text
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*.h5 filter=lfs diff=lfs merge=lfs -text
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*.joblib filter=lfs diff=lfs merge=lfs -text
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*.lfs.* filter=lfs diff=lfs merge=lfs -text
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*.lz4 filter=lfs diff=lfs merge=lfs -text
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*.mlmodel filter=lfs diff=lfs merge=lfs -text
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*.model filter=lfs diff=lfs merge=lfs -text
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*.msgpack filter=lfs diff=lfs merge=lfs -text
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*.npy filter=lfs diff=lfs merge=lfs -text
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*.npz filter=lfs diff=lfs merge=lfs -text
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*.onnx filter=lfs diff=lfs merge=lfs -text
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*.parquet filter=lfs diff=lfs merge=lfs -text
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*.pb filter=lfs diff=lfs merge=lfs -text
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*.pickle filter=lfs diff=lfs merge=lfs -text
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*.pkl filter=lfs diff=lfs merge=lfs -text
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*.pt filter=lfs diff=lfs merge=lfs -text
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*.pth filter=lfs diff=lfs merge=lfs -text
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*.rar filter=lfs diff=lfs merge=lfs -text
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*.safetensors filter=lfs diff=lfs merge=lfs -text
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.tar.* filter=lfs diff=lfs merge=lfs -text
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*.tar filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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# Audio files - uncompressed
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*.pcm filter=lfs diff=lfs merge=lfs -text
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*.sam filter=lfs diff=lfs merge=lfs -text
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*.raw filter=lfs diff=lfs merge=lfs -text
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# Audio files - compressed
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*.aac filter=lfs diff=lfs merge=lfs -text
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*.ogg filter=lfs diff=lfs merge=lfs -text
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*.wav filter=lfs diff=lfs merge=lfs -text
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# Image files - uncompressed
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*.bmp filter=lfs diff=lfs merge=lfs -text
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*.gif filter=lfs diff=lfs merge=lfs -text
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*.png filter=lfs diff=lfs merge=lfs -text
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*.tiff filter=lfs diff=lfs merge=lfs -text
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# Image files - compressed
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*.jpg filter=lfs diff=lfs merge=lfs -text
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*.jpeg filter=lfs diff=lfs merge=lfs -text
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*.webp filter=lfs diff=lfs merge=lfs -text
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