Dataset · Hugging Face

EMBO/soda-vec-data-full_pmc_title_abstract_paired

Name: soda-vec-data-full_pmc_title_abstract_paired
Creator: EMBO
License: cc-by-4.0
Keywords: task_categories:sentence-similarity, task_categories:feature-extraction, language:en, license:cc-by-4.0, size_categories:10M<n<100M, format:parquet, format:optimized-parquet, modality:text, library:datasets, library:dask, library:polars, library:mlcroissant, region:us, biomedical, scientific-literature

SODA-VEC Paired Dataset for Negative Sampling This is a paired version of the SODA-VEC dataset, specifically formatted for negative sampling training with MultipleNegativesRankingLoss. Dataset Overview Total examples: 26,573,900 Format: Paired (anchor-positive) for contrastive learning Source: EMBO/soda-vec-data-full_pmc_title_abstract Purpose: Training sentence transformers with negative sampling Data Format Each example contains: anchor… See the full description on the dataset page: https://huggingface.co/datasets/EMBO/soda-vec-data-full_pmc_title_abstract_paired.

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Author / organization	EMBO
License (as declared)	cc-by-4.0
Downloads	323 (as reported by Hugging Face)
Likes	1
Created	2 October 2025
Last updated at source	2 October 2025

biomedicalscientific-literaturepubmedpmcembeddingssoda-vecnegative-samplingsentence-transformers

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EMBO/ModernBERT-neg-sampling-PubMedModel · used to train
EMBO/vicreg_ourModel · used to train

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16 Oct 2026 Description: SODA-VEC Paired Dataset for Negative Sampling This is a paired version of the SODA-VEC dataset, specifically formatted for negative sampling training with MultipleNegativesRankingLoss. Dataset Overview Total examples: 26,573,900 Format: Pai → SODA-VEC Paired Dataset for Negative Sampling This is a paired version of the SODA-VEC dataset, specifically formatted for negative sampling training with MultipleNegativesRankingLoss. Dataset Overview Total examples: 26,573,900 Format: Pai

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