Proud to share what I've been working on for the last half a year - a method to statistically assess and explain differences in the perceived meaning of concepts based on small samples.

Allow me to introduce the Supervised Semantic Differential
osf.io/preprints/ps...

For all #Severance fans out there.
Baldwin, A. L. (1942). Personal structure analysis: A statistical method for investigating the single personality. The Journal of Abnormal and Social Psychology, 37(2), 163–183. doi.org/10.1037/h006...

Researchers have to realize the risks of using black box models and take robust measures to strengthen the validity of their conclusions.

Our Paper "𝗛𝗶𝗴𝗵 𝗿𝗶𝘀𝗸 𝗼𝗳 𝗽𝗼𝗹𝗶𝘁𝗶𝗰𝗮𝗹 𝗯𝗶𝗮𝘀 𝗶𝗻 𝗯𝗹𝗮𝗰𝗸 𝗯𝗼𝘅 𝗲𝗺𝗼𝘁𝗶𝗼𝗻 𝗶𝗻𝗳𝗲𝗿𝗲𝗻𝗰𝗲 𝗺𝗼𝗱𝗲𝗹𝘀" has just been published in Scientific Reports

So..

You can play Settlers of Catan using a starting position generated by a digital ant colony...

And it's gonna be super balanced..

New BSky Update: fake accounts
@jaceksutryk.bsky.social is an account of "supposedly" the president of Polish city Wroclaw, which added me here just after I posted my handle to one of Polish political shitposting groups. Beware who you follow. The high trust society we are building might backfire.

It's obviously true that humans are biased - otherwise m there would be no bias in ML models. More so, in some cases the latter bias is even recommended. But in most cases an unbiased model is what we want.

Read more to know when bias is a feature, and when it is a bug.

🧶🐈

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🚨 Introducing Semantic Blinding 🚨

What if AI could analyze text without inheriting biases from its training data? Enter Semantic Blinding, a novel method to remove biases like political or gender bias in sentiment analysis. Here’s how it works: 🧵

Budapest is an amazing city (and has a lot of my favorite Art Nouveau architectural diamonds like the Párisi Udvar seen on the pictures)

It was a pleasure to take part in the 2nd Budapest Methods Workshop on LLMs. Thanks @miklossebok.bsky.social for invitation ;)

Im gonna try to jumpstart a little Natural Language Processing Psychology community because I think this take on Psych needs more visibility.

Comment if you want to be added, or removed 😉

bsky.app/profile/did:...

EXTREMELY Excited to share my latest preprint "Bias Free Sentiment Analysis" where i have solved the problem of bias in deep learning SA models. Using the principle of semantic blinding I construct the Semantic Propagation Graph Neural Network which makes predictions based on...

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Extended bio:

I make AI tools for psychologists and sometimes manage to even whip up a theoretical contribution. Currently finishing my PhD in emotion research. My other projects are mainly meta-scientific and revolve around bias detection and scientific excellence.

If you could take one memory with you to the "whatever happens after we die place" (including the total void and nothingness option), what would it be?

Memory size limit - one second.

From my recent research on vector representation of emotions: PCA on emotion vectors recovers the classical dimensions of affect (valence, arousal etc.)