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opengloss-v1.3-hard-negative-pairs – Dataset by Cloudadorablebearcloudbear | AlphaNeural AI
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opengloss-v1.3-hard-negative-pairs
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sentence-similarity
feature-extraction
text-classification
en
cc-by-4.0
1M<n<10M
json
text
datasets
dask
polars
mlcroissant
us
opengloss
embeddings
hard-negatives
calibration
retrieval
semantic-similarity
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OpenGloss Hard Negative Pairs v1.3
This dataset contains calibration-oriented positive and low-label similarity pairs for embedding training. It is designed to reduce over-scoring of related-but-wrong matches and improve score separation in weak domains.
Dataset Summary
Total records: 1,131,241 Unique lexemes: 205,967
Relation Distribution
Relation Type Count
same_domain_wrong_entity 566,913
style_variant 205,963
true_match 205,956… See the full description on the dataset page:
https://huggingface.co/datasets/Cloudadorablebearcloudbear/opengloss-v1.3-hard-negative-pairs
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