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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

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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

Animal Behavior & CognitionbioRxivPreprintMar 5, 2026

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

Cyrille Mascart, Khue Tran, Khristina V. Samoilova…·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.

DOI 10.64898/2026.03.04.709650

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