In chemical drawings or reaction schemes, it is common to use abbreviated labels to represents (larger) substructures. Unfortunately these abbreviations are not standardized and they are difficult to digitize without creating a mapping between the abbreviation and the correct chemical name. The Beilstein Chemical Lookup Collection is an open, community-driven resource dedicated to collecting and standardizing chemical abbreviations and shorthand notations used in structure drawing, reaction schemes, and synthetic chemistry. This open-science repository aims to gather, curate, and share a comprehensive set of chemical lookup tables. Here is an example of the normalized and curated information in the abbreviation look up table, here presented as human-readable information:
| Abbreviation | Meaning | SMILES/SMARTS | NOTES |
| Bn | benzyl | c1ccccc1CH2 | common protecting group |
| Et | ethyl | CC | alkyl chain |
| Ph | phenyl | c1ccccc1 | benzene ring |
| Boc | tert-butoxycarbonyl | OC(C)(C)C=O | amine protecting group |
| t-Bu | tert-butyl | C(C)(C)C | often used as steric bulk |


