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Samuel Aeschbach

@aeschbach.bsky.social
118 followers 146 following 15 posts

Cognitive Science, Complexity, Mental Representation, Risky Decisions | Postdoc @unibas.ch | Guest Researcher @arc-mpib.bsky.social

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Samuel Aeschbach @aeschbach.bsky.social · 12/08/2025
How well do semantic networks infered from free association and relatedness judgments recover the semantic representations of simulated individuals? We systematically varied four characteristics of empirical study designs: cue set type, cue set size, number of responses, and response type.
Simulation overview
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Samuel Aeschbach @aeschbach.bsky.social · 10/01/2025
To analyze group differences in the LLM-generated response frequencies from each cluster.
Group differences in LLM-generated free associations to 'intelligence'.
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Samuel Aeschbach @aeschbach.bsky.social · 10/01/2025
In the tutorial, we show, how we analyzed LLM-generated example free associations to the term 'intelligence', grouping responses into six clusters.
Projection of LLM-generated free associations to the term 'intelligence' grouped into six clusters.
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Samuel Aeschbach @aeschbach.bsky.social · 25/10/2024
Preprint: Individual-level semantic networks are a critical ingredient for building realistic cognitive models. In our simulation, @ruimata.bsky.social, @dirkwulff.bsky.social, and I show when measurements of individual semantic networks are accurate and when they are not. 📄 arxiv.org/abs/2410.18326
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Samuel Aeschbach @aeschbach.bsky.social · 15/04/2024
Unsere Wortassoziationsstudie zeigt nun die Häufigkeit der eigenen Assoziationen an. Zudem werden die häufigsten Assoziationen aller Teilnehmer:innen angezeigt. 5 Minuten teilnehmen und eigene Assoziationen vergleichen: smallworldofwords.org/de
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Samuel Aeschbach @aeschbach.bsky.social · 28/03/2024
By prompting GPT-4 to produce responses typical for different genders, we compare it's gender-specific representation of 'intelligence'.
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Samuel Aeschbach @aeschbach.bsky.social · 28/03/2024
We demonstrate the associatoR workflow by analyzing GPT-4-generated free associations to the term 'intelligence'.
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Samuel Aeschbach @aeschbach.bsky.social · 28/03/2024
I am happy to share a preprint of a tutorial with @ruimata.bsky.social and @dirkwulff.bsky.social on analyzing free associations using our new R package associatoR! Have a look... 📄 at the preprint: doi.org/10.31234/osf... 💻 at the R package: github.com/samuelae/ass...
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