Publications (4)
Olfactory Label Prediction on Aroma-Chemical Pairs
Laura Sisson, Aryan Amit Barsainyan, Mrityunjay Sharma +1
The application of deep learning techniques on aroma-chemicals has resulted in models more accurate than human experts at predicting olfactory qualities. However, public research i…
Cultural Evolution of Perfumes since 1900
Vahid Satarifard, Fabian Baumann, Geetanjali Minsky +4
Perfumes are cultural artifacts and works of sensory art, composed from a finite, recombinable palette of notes that together evoke a distinctive scent impression. Here, we assembl…
Benchmark for Assessing Olfactory Perception of Large Language Models
Eftychia Makri, Nikolaos Nakis, Laura Sisson +4
Here we introduce the Olfactory Perception (OP) benchmark, designed to assess the capability of large language models (LLMs) to reason about smell. The benchmark contains 1,010 que…
Odor Descriptor Understanding through Prompting
Laura Sisson
Embeddings from contemporary natural language processing (NLP) models are commonly used as numerical representations for words or sentences. However, odor descriptor words, like "l…