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Posts by Akshay K. Jagadish

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Excited to announce a new book telling the story of mathematical approaches to studying the mind, from the origins of cognitive science to modern AI! The Laws of Thought will be published in February and is available for pre-order now.

4 months ago 167 39 2 7
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Generating Computational Cognitive Models using Large Language Models Computational cognitive models, which formalize theories of cognition, enable researchers to quantify cognitive processes and arbitrate between competing theories by fitting models to behavioral data....

Preprint update, co-led with @akjagadish.bsky.social, with @marvinmathony.bsky.social, Tobias Ludwig and @ericschulz.bsky.social!

10 months ago 16 7 0 0

Please apply to join us at the Helmholtz Munich. It’s a great lab to do science! ☺️

1 year ago 4 0 0 0

Great to see our work being covered by @nytimes.com! I still cannot believe it 😱

1 year ago 7 0 0 0

Congrats on the new book, Chris! Looking forward to reading it soon ☺️

1 year ago 1 0 0 0
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Ever wondered why only some memories 🧠 come easily? Our latest work (osf.io/preprints/ps...) led by S. Haridi, with @ericschulz.bsky.social, shows that targeted memory retrieval speeds up with precise semantic and temporal retrieval cues. Hence, crafting cues can give you instant access to memories⚡

1 year ago 13 7 0 0
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🚀 Just 5 days since publication, our paper is already the #1 trending article on @natureportfolio.nature.com npj Digital Medicine! 🥳

🤖 Check out how we induced anxiety in Chat-GPT using traumatic narratives - then calmed it down with mindfulness & meditation: www.nature.com/articles/s41... 📝

1 year ago 5 4 1 1
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🚨 Fresh off the press!

We showed that one can extract an anxious response from an LLM by including traumatic narratives into the prompt, and interestingly, we can bring the response back to baseline by using mindfulness prompts 😌

It was a fun collaboration, thanks for bringing us on board!! :)

1 year ago 3 1 0 0
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Towards Automation of Cognitive Modeling using Large Language Models Computational cognitive models, which formalize theories of cognition, enable researchers to quantify cognitive processes and arbitrate between competing theories by fitting models to behavioral data....

About a month late posting this, but here's a new project with @ericschulz.bsky.social, @akjagadish.bsky.social, @marvinmathony.bsky.social and Tobias Ludwig

We are using LLMs to propose cognitive models in learning and decision making data. Presenting this work at RLDM!

arxiv.org/abs/2502.00879

1 year ago 21 8 0 4

Better late than never! 😎

In this work, we show how LLMs can be leveraged to generate cognitive models, given human behavioral data, in two paradigms: learning and decision-making.

Very excited to present this at RLDM!

The work is still at preliminary stages so please reach out if you have any 🙏

1 year ago 5 1 0 0

Better late than never! 😎

In this work, we show how LLMs can be leveraged to generate cognitive models, given human behavioral data, in two paradigms: learning and decision-making.

Very excited to present this at RLDM!

The work is still at preliminary stages so please reach out if you have any 🙏

1 year ago 5 1 0 0
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GitHub - marcelbinz/Psych-201 Contribute to marcelbinz/Psych-201 development by creating an account on GitHub.

We are currently building the largest, cross-domain data set of human behavior as part of an open collaborative project. Contributions of any form are welcome, but especially experiments with meta-data from developmental, cross-cultural, or clinical studies.

More details: github.com/marcelbinz/P...

1 year ago 34 15 2 1