ChemTEB Classification Datasets
Collection
Chemical Classification Datasets for Evaluating Text Embedding Models • 19 items • Updated
Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
License:
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Wikipedia Diverse Chemistry Specialties Classification
This dataset is derived from the Wikipedia articles and is designed for multi-class text classification tasks. The dataset covers a wide range of specialties within the field of chemistry, divided into ten distinct classes based on thematic content:
- Physical Chemistry: This class includes articles that focus on physical chemistry, which studies the physical principles underlying chemical interactions and transformations.
- Metallurgy: This class comprises articles related to metallurgy, the branch of science and technology concerned with the properties of metals and their production and purification.
- Biochemistry: This class includes articles that focus on biochemistry, the study of chemical processes within and related to living organisms.
- Analytical Chemistry: This class comprises articles related to analytical chemistry, which involves the analysis of material samples to understand their chemical composition and structure.
- Geochemistry: This class includes articles that focus on geochemistry, the study of the chemical composition of the Earth and other planets.
- Photochemistry: This class comprises articles related to photochemistry, the branch of chemistry concerned with the chemical effects of light.
- Organic Chemistry: This class includes articles that focus on organic chemistry, the study of the structure, properties, composition, reactions, and synthesis of organic compounds and materials.
- Stereochemistry: This class comprises articles related to stereochemistry, the study of the spatial arrangement of atoms in molecules and its impact on their chemical behavior.
- Environmental Chemistry: This class includes articles that focus on environmental chemistry, the study of chemical processes occurring in the environment.
- Supramolecular Chemistry: This class comprises articles related to supramolecular chemistry, the study of entities of greater complexity than individual molecules, held together by non-covalent interactions.
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