RISE Research Radar

Computer Science Open House 2022-2025

2024

Representations of smells: The next frontier for language models?

Murathan Kurfali

Summary

Representations of smells: The next frontier for language models? Investigating how LLMs represent olfactory concepts. Testing on odor-perceptual ratings, odor-imaginary ratings, and Dravnieks dataset. Static models outperform on olfactory contexts.

Themes

llmmachine-learning

Keywords

olfactory, smell representations, language models, embodied cognition, sensory language

Poster

Representations of smells: The next frontier for language models? poster

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