Anna (Anya) Ivanova
@neuranna.bsky.social
2.5K followers 620 following 47 posts
Language and thought in brains and in machines. Assistant Prof @ Georgia Tech Psychology. Previously a postdoc @ MIT Quest for Intelligence, PhD @ MIT Brain and Cognitive Sciences. She/her https://www.language-intelligence-thought.net
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neuranna.bsky.social
As our lab started to build encoding 🧠 models, we were trying to figure out best practices in the field. So @neurotaha.bsky.social
built a library to easily compare design choices & model features across datasets!

We hope it will be useful to the community & plan to keep expanding it!
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neurotaha.bsky.social
🚨 Paper alert:
To appear in the DBM Neurips Workshop

LITcoder: A General-Purpose Library for Building and Comparing Encoding Models

📄 arxiv: arxiv.org/abs/2509.091...
🔗 project: litcoder-brain.github.io
Reposted by Anna (Anya) Ivanova
hsmall.bsky.social
Excited to share new work with @hleemasson.bsky.social , Ericka Wodka, Stewart Mostofsky and @lisik.bsky.social! We investigated how simultaneous vision and language signals are combined in the brain using naturalistic+controlled fMRI. Read the paper here: osf.io/b5p4n
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neuranna.bsky.social
ChatGPT is surprisingly bad at generating / explaining garden path sentences, and my students, who had a garden path question on their homework, will soon find that out 😅
Reposted by Anna (Anya) Ivanova
diedrichsenjorn.bsky.social
Variance partitioning is used to quantify the overlap of two models. Over the years, I have found that this can be a very confusing and misleading concept. So we finally we decided to write a short blog to explain why.
@martinhebart.bsky.social @gallantlab.org
diedrichsenlab.org/BrainDataSci...
Reposted by Anna (Anya) Ivanova
caterinagratton.bsky.social
The lateral prefrontal cortex 🧠— which we think of as critical for goal driven behavior + is a target for psychiatric treatments— is fundamentally different in individuals relative to the group averages we’ve often studied.

👇see preprint and thread, led by Zach Ladwig
#neuroskyence #PsychSciSky
Image of brain networks in a group average and individual LPFC. Individuals show:
1) smaller FP network
2) more interdigitation
3) conserved motifs
4) idiosyncratic features
This was validated with task and rest fMRI
neuranna.bsky.social
Many thanks to the volunteer organizers and the flash talk presenters for making the CCN watch party at Georgia Tech a success! And thanks all attendees for coming and engaging in discussions!
Organizers and flash talk presenters
Reposted by Anna (Anya) Ivanova
tobigerstenberg.bsky.social
Josh Tenenbaum's inspiring keynote at #cogsci2025 on growing vs scaling AI, the big questions of cognitive science, and the many open questions for the field.
neuranna.bsky.social
They just changed the room for our session on language and intelligence this afternoon to ***Salon 7*** . Find me there at 1pm PT #cogsci2025
neuranna.bsky.social
Looking forward to #CogSci2025 ! Find us throughout the conference
Reposted by Anna (Anya) Ivanova
jpeelle.bsky.social
Very excited that the Society for the Neurobiology of Language will be holding our annual meeting at Gallaudet University in September.

In preparation check out my starter pack on language researchers, and let me know if you’d like to be added!

#SNL25

go.bsky.app/6iumPee
Reposted by Anna (Anya) Ivanova
thomashikaru.bsky.social
1/7 If you're at CogSci 2025, I'd love to see you at my talk on Friday 1pm PDT in Nob Hill A! I'll be talking about our work towards an implemented computational model of noisy-channel comprehension (with @postylem.bsky.social, Ted Gibson, and @rplevy.bsky.social).
Reposted by Anna (Anya) Ivanova
ombhatt.bsky.social
Very excited to be presenting my work "Estimating and Correcting Yes-No Bias in Language Models" (done with @neuranna.bsky.social) at the poster session @ #CogSci2025 today! Please come check it out starting 1pm 🙏🏻!

Poster | Paper
neuranna.bsky.social
Looking forward to #CogSci2025 ! Find us throughout the conference
neuranna.bsky.social
Looking forward to #CogSci2025 ! Find us throughout the conference
neuranna.bsky.social
Atlanta community: we are organizing a CCN @cogcompneuro.bsky.social watch party!

Watch the talks, engage in structured discussions, and (optionally) present your own work.

Register:
forms.gle/AWxVPbrgxkdd...
Schedule:
tinyurl.com/ccn2025atlanta
Reposted by Anna (Anya) Ivanova
anne-urai.bsky.social
So far we have CCN local meetups @ NYC @neurograce.bsky.social, Boston @lynnkasorensen.bsky.social, Atlanta @neuranna.bsky.social, Lyon and Bucharest!

Who will host one on even further away from Amsterdam (West Coast? East Asia? Africa?)
Reposted by Anna (Anya) Ivanova
mcxfrank.bsky.social
If you haven't been looking recently at the Open Encyclopedia of Cognitive Science (oecs.mit.edu), here's your reminder that we are a free, open access resource for learning about the science of mind.

Today we are launching our new Thematic Collections to organize our growing set of articles!
OECS thematic collections.
Reposted by Anna (Anya) Ivanova
gretatuckute.bsky.social
What are the organizing dimensions of language processing?

We show that voxel responses during comprehension are organized along 2 main axes: processing difficulty & meaning abstractness—revealing an interpretable, topographic representational basis for language processing shared across individuals
Reposted by Anna (Anya) Ivanova
neuranna.bsky.social
Heading over to #APS25DC ! Excited to talk about language, cognition, world knowledge and LLMs Friday @ 6pm.
If you want to chat 1:1, feel free to reach out!
psychscience.bsky.social
This #APS25DC panel will bring together leading early-career voices whose work engages with the relationship between human language and LLMs.
Reposted by Anna (Anya) Ivanova
Reposted by Anna (Anya) Ivanova
Reposted by Anna (Anya) Ivanova
mdubova.bsky.social
As a psych undergrad in St. Petersburg 6 years ago, I never imagined I’d be starting my own cognitive science lab at one of the world’s best research environments.

I’m beyond excited to share that I’ll be starting a Cognitive Epistemology Lab at @BerkeleyPsych in Fall 2026!