Author

Liam Thomas Storan

Stanford University

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Animal Behavior & Cognition· 1

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Research Focus:database / resource· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:large language model· 1 Organism:mouse· 1

Frequent Co-Authors

Alexei A. KoulakoviD· 1 shared Cyrille MascartiD· 1 shared Khristina V. Samoilova· 1 shared Khue Tran· 1 shared Tingkai LiuiD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperAnimal Behavior & Cognition

Alexei A. KoulakovORCID

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1 paper

Recent·Most cited

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

Cyrille Mascart, Khue Tran, Khristina V. Samoilova, Liam Thomas Storan, Tingkai Liu, Alexei A. Koulakov

ODIEU pairs human odor texts for 10,124 molecules with olfaction-tuned Sentence-BERT evaluators; CIRANO, a frozen GPT-2 with a molecular prefix, generates descriptions approaching human agreement.

bioRxiv · Mar 5, 2026 · PreprintAnimal Behavior & Cognition✦ In-depth digest