Datasetpublic

menesnas/SemanticTextualSimilarityDataset

Semantic Textual Similarity (STS) Dataset (Turkish) This repository contains a Turkish Semantic Textual Similarity (STS) dataset created as part of a university assignment on semantic similarity, sentence embeddings, and vector representations in Natural Language Processing (NLP). Authors Muhammet Enes Nas Salih Dede About The purpose of this project was to gain practical experience with: Semantic Textual Similarity (STS) Sentence Embeddings… See the full description on the dataset page: https://huggingface.co/datasets/menesnas/SemanticTextualSimilarityDataset.

sourceHugging Facemitupdated 2mo agoView on Hugging Face

1likes24downloads

Dataset Card

Semantic Textual Similarity (STS) Dataset (Turkish)

This repository contains a Turkish Semantic Textual Similarity (STS) dataset created as part of a university assignment on semantic similarity, sentence embeddings, and vector representations in Natural Language Processing (NLP).

Authors

—Muhammet Enes Nas
—Salih Dede

About

The purpose of this project was to gain practical experience with:

—Semantic Textual Similarity (STS)
—Sentence Embeddings
—Vector Representations
—Similarity Scoring
—NLP Dataset Preparation

The dataset consists of Turkish sentence pairs annotated with a semantic similarity score ranging from 0 to 100, where:

Score	Meaning
0	Completely unrelated
25	Weak semantic relation
50	Moderate similarity
75	High similarity
100	Semantically equivalent

Dataset Format

Each sample contains three fields:

Column	Description
`sentence1`	First sentence
`sentence2`	Second sentence
`humanScore`	Human-annotated semantic similarity score (0–100)

Example:

json

{
  "sentence1": "Doktor ameliyata geç kaldı.",
  "sentence2": "Ameliyatı yapacak hekim gecikti.",
  "humanScore": 97.85
}

Intended Use

This dataset is intended for educational and research purposes, including:

—Sentence Embedding models
—Semantic Similarity prediction
—Siamese Networks
—SBERT fine-tuning
—Embedding evaluation
—NLP coursework

License

MIT License.