STEM
Datasets
All datasets matching “STEM”dclm-stem-filteredeai-taxonomy-stem-w-dclm
🔬 EAI-Taxonomy STEM w/ DCLM
🏆 Website | 🖥️ Code | 📖 Paper
A high-quality STEM dataset curated from web data using taxonomy-based filtering, containing 1742 billion tokens of science, technology, engineering, and mathematics content.
🎯 Dataset Overview
This dataset is part of the Essential-Web project, which introduces a new paradigm for dataset curation using expressive metadata and simple semantic filters. Unlike traditional STEM datasets that require… See the full description on the dataset page: https://huggingface.co/datasets/EssentialAI/eai-taxonomy-stem-w-dclm.arabic-stem-lexicon
Arabic Diacritized-Stem Lexicon
An undiacritized Arabic surface form → its most frequent diacritized stem.
Standard Arabic writes no short vowels, so anything that has to pronounce Arabic
must first put them back. A neural diacritizer does that well on rare words, where
inference is the only thing there is. On common words it is the wrong tool:
which vowels كتاب carries is not a thing to be inferred, it is a thing to be looked
up — and models get exactly these wrong, reading… See the full description on the dataset page: https://huggingface.co/datasets/TigreGotico/arabic-stem-lexicon.MMLU-STEMThis contains a subset of STEM subjects defined in MMLU by the original paper.
The included subjects are
'abstract_algebra',
'anatomy',
'astronomy',
'college_biology',
'college_chemistry',
'college_computer_science',
'college_mathematics',
'college_physics',
'computer_security',
'conceptual_physics',
'electrical_engineering',
'elementary_mathematics',
'high_school_biology',
'high_school_chemistry',
'high_school_computer_science',
'high_school_mathematics',
'high_school_physics'… See the full description on the dataset page: https://huggingface.co/datasets/TIGER-Lab/MMLU-STEM.melodix-stemsSTEM
STEM Dataset
📃 [Paper] • 💻 [Github] • 🤗 [Dataset] • 🏆 [Leaderboard] • 📽 [Slides] • 📋 [Poster]
This dataset is proposed in the ICLR 2024 paper: Measuring Vision-Language STEM Skills of Neural Models. We introduce a new challenge to test the STEM skills of neural models. The problems in the real world often require solutions, combining knowledge from STEM (science, technology, engineering, and math). Unlike existing datasets, our dataset requires the understanding of… See the full description on the dataset page: https://huggingface.co/datasets/stemdataset/STEM.