Article

Grounding olfactory perception in language: Benchmarks and models for generating natural language odor descriptions

2026-03-05

Abstract excerpt

Recent advances in deep learning have enabled prediction of odorant perception from molecular structure, opening new avenues for odor classification. However, most existing models are limited to predicting percepts from fixed vocabularies and fail to capture the full richness of olfactory experience. Progress is further limited by the scarcity of large-scale olfactory datasets and the lack of standardized metrics...

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Literature Corpus work: c5a1de75-1c83-55bf-90b3-180b78e3d9ca
DOI: 10.64898/2026.03.04.709650

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