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Mariya Toneva

@mtoneva.bsky.social
376 followers 150 following 22 posts

Faculty at the Max Planck Institute for Software Systems, working at the intersection of ML, language models, and cognitive neuroscience. Yogurt snob. mtoneva.com

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Mariya Toneva @mtoneva.bsky.social · 24/09/2026
🚨 Two open postdoc positions in the ERC-funded project BrainAlign at the Max Planck Institute in Saarbruecken, Germany: position #1 on NeuroAI: postdocprogram.mpg.de/node/58480 position #2 on human-centered LLM evaluations: postdocprogram.mpg.de/node/58481 Application deadline: Oct 13, 2026
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Minds, Machines, and Brains (MMB) @mmb-journal.bsky.social · 02/08/2026
Hello world! 👋 We’re Minds, Machines, and Brains (MMB) 👤🤖🧠 a new open access journal from @mitpress.bsky.social exploring the principles of intelligence and cognition across natural and artificial minds. Submissions open this Fall! 🔗 direct.mit.edu/mmb
direct.mit.edu
Minds, Machines, and Brains | MIT Press
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Mariya Toneva @mtoneva.bsky.social · 23/07/2026
This review began with the great Peter Hagoort asking after one of my talks: "What have we actually learned about the brain from brain–DNN comparisons?" 🔥 So eye-opening to survey NeuroAI work across vision and language--many questions have been answered in one field but remain open in the other!
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Emily Singer @emilysingerneuro.bsky.social · 06/07/2026
Just landed in Barcelona for #FENS2026! On Wed, I’ll be moderating a panel on AI in neuroscience, 9:45am in Hall B with Mathew Abrams, @wakesleep.bsky.social @rachelparkinson.bsky.social and @mtoneva.bsky.social @satra.bsky.social,
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Dota Tianai Dong @dotadotadota.bsky.social · 02/07/2026
Check out our #ACL2026 Oral paper 🗣️🤖 How do MLMs ground word usage through interactions with the physical and social world? Taking a classical human communication paradigm, we compare 7 MLMs with humans. doi.org/10.18653/v1/2026.acl-long.84
doi.org
Using Perspectival Words Is Harder Than Vocabulary Words for Humans —and Even More So for Multimodal Language Models
Dota Tianai Dong, Yifan Luo, Po-Ya Angela Wang, Asli Ozyurek, Paula Rubio-Fernandez. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 20...
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Mariya Toneva @mtoneva.bsky.social · 22/06/2026
It was a lot of fun to write this piece! Makes me so excited for the symposium about The Modern Neuroscience Lab in the Age of AI at FENS in a little more than 2 weeks 🧠🤖
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Mariya Toneva @mtoneva.bsky.social · 15/06/2026
Really excited to take part in this important discussion!
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Tim Kietzmann @timkietzmann.bsky.social · 06/05/2026
Happy to announce the 3rd iteration of NEAT (Neuro-AI-Talks), which will take place in Osnabrück September 14th-15th 2026. NEAT is a (deliberately small scale) NeuroAI workshop that brings together researchers from neuroscience and AI. www.kietzmannlab.org/neat2026/ More information below 👇
kietzmannlab.org
NEAT 2026
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jerrytang.bsky.social @jerrytang.bsky.social · 09/04/2026
We're excited to share our new study on decoding brain activity in participants with post-stroke aphasia! We think this is an important step towards cognitive brain-computer interfaces for patients with language disorders www.biorxiv.org/content/10.6... 1/8
biorxiv.org
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Benjamin Cowley @benjocowley.bsky.social · 09/03/2026
The Cowley Group at CSHL has an opening for a bioAI PhD student to start Fall 2026 to work on closed-loop AI models for visual processing (see below). You *must* have a Master's degree in a quant/eng/cs field. www.cshl.edu/phd-program/... Please reach out to me if interested! I'll be at Cosyne.
cshl.edu
BioAI PhD Program | Cold Spring Harbor Laboratory
Since 1890, Cold Spring Harbor Laboratory (CSHL) has been a global leader in research and education. The international scientific community at CSHL provides a unique and stimulating atmosphere for doc...
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micha heilbron @mheilbron.bsky.social · 05/03/2026
📢 PhD position in the NeuroAI of Language Why can LLMs predict brain activity so well? We're hiring a PhD student to find out -- AI interpretability meets neuroimaging Deadline March 20 Please RT 🙏 👇 mpi.nl/career-education/vacancies/vacancy/fully-funded-4-year-phd-position-neuroai-language
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Alona Fyshe @alonaf.bsky.social · 17/02/2026
Submit an article to our SI "Studying Language Processing in the Era of LLMs" We're interested in papers using cognitive priors to improve LLM, using LLMs to understand the brain’s processing of language, or using theories/methods/tests inspired by cognitive science to understand LLMs, and more!
sciencedirect.com
Brain and Language | ScienceDirect.com by Elsevier - Brain and Language | ScienceDirect.com by Elsevier
Read the latest articles of Brain and Language at ScienceDirect.com, Elsevier’s leading platform of peer-reviewed scholarly literature
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Saarland Informatics Campus @saarland-informatics-campus.de · 22/01/2026
🏆 Saarbrücken now houses 11 ACM Fellows — about 1/3 of all ACM Fellows in Germany — highest of any location nationwide. This year, only 3 new Fellows in Germany were named, and Saarland University software engineering professor Sven Apel was one! Congrats, Prof. Apel! 👏 🔗 Read more: sic.link/apel
Photo of Prof. Dr. Sven Apel wearing glasses and a maroon polo shirt, standing with arms crossed against a light wall with sunlight casting striped shadows. Saarland Informatics Campus logo rests at the top left, while the Saarland University logo rests on the top right. A banner at the bottom reads: “Sven Apel becomes the 11th ACM Fellow of Saarbrücken.”
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Fabian Sinz @sinzlab.bsky.social · 19/12/2025
🔬 We're hiring a Junior Group Leader for Data-Driven Digital Twins/System Models in medicine/life sciences at @uni_goettingen! Perfect opportunity for early-career researchers who want to: - Lead their own research group - Work at the intersection of AI, simulation, and biomedicine
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Tom McCoy @rtommccoy.bsky.social · 14/11/2025
🤖🧠I'll be considering applications for PhD students & postdocs to start at Yale in Fall 2026! If you are interested in the intersection of linguistics, cognitive science, & AI, I encourage you to apply! PhD link: rtmccoy.com/prospective_... Postdoc link: rtmccoy.com/prospective_...
Top: A syntax tree for the sentence "the doctor by the lawyer saw the artist".

Bottom: A continuous vector.
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Max Planck Institute for Psycholinguistics @mpi-nl.bsky.social · 03/10/2025
We're seeking the next Director of the Max Planck Institute for Psycholinguistics! Lead cutting-edge research in language & cognition. Nominations (incl. self) due 19 Dec 2025. mpi.nl/career-education/vacancies/vacancy/nominations-and-self-nominations-sought-position-director-max
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ELLIS @ellis.eu · 29/09/2025
🚀 ELLIS partners with the newly launched 𝗠𝗮𝘅 𝗣𝗹𝗮𝗻𝗰𝗸 𝗔𝗜 𝗡𝗲𝘁𝘄𝗼𝗿𝗸 to expand doctoral opportunities across Europe. Fully funded PhDs with dual supervision: one advisor in ML/AI, one in an application domain, with optional ELLIS co-advisors. 📅 Oct 1-31 🔗 ellis.eu/news/ellis-p... @maxplanck.de
ellis.eu
ELLIS Partners with New Max Planck AI Network to Expand Doctoral Opportunities
The ELLIS mission is to create a diverse European network that promotes research excellence and advances breakthroughs in AI, as well as a pan-European PhD program to educate the next generation of AI...
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Alexander Huth @alexanderhuth.bsky.social · 13/09/2025
Happy and proud to see @rjantonello.bsky.social’s work awarded by SNL!
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Mariya Toneva @mtoneva.bsky.social · 04/09/2025
So excited and honored to receive an ERC Starting Grant for the project BrainAlign!! BrainAlign will bring LLMs closer to human understanding by directly aligning them with the human brain. Stay tuned for our findings, and multiple postdoc and PhD openings in the coming years!
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Jennifer Hu @jennhu.bsky.social · 16/07/2025
Excited to announce the first workshop on CogInterp: Interpreting Cognition in Deep Learning Models @ NeurIPS 2025! 📣 How can we interpret the algorithms and representations underlying complex behavior in deep learning models? 🌐 coginterp.github.io/neurips2025/ 1/4
coginterp.github.io
Home
First Workshop on Interpreting Cognition in Deep Learning Models (NeurIPS 2025)
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Jamal A. Williams @jayneuro.bsky.social · 08/07/2025
Music is an incredibly powerful retrieval cue. What is the neural basis of music-evoked memory reactivation? And how does this reactivation relate to later memory for the retrieved events? In our new study, we used Eternal Sunshine of the Spotless Mind to find out. www.biorxiv.org/content/10.1...
biorxiv.org
Music-evoked reactivation during continuous perception is associated with enhanced subsequent recall of naturalistic events
Music is a potent cue for recalling personal experiences, yet the neural basis of music-evoked memory remains elusive. We address this question by using the full-length film Eternal Sunshine of the Spotless Mind to examine how repeated musical themes reactivate previously encoded events in cortex and shape next-day recall. Participants in an fMRI study viewed either the original film (with repeated musical themes) or a no-music version. By comparing neural activity patterns between these groups, we found that music-evoked reactivation of neural patterns linked to earlier scenes in the default mode network was associated with improved subsequent recall. This relationship was specific to the music condition and persisted when we controlled for a proxy measure of initial encoding strength (spatial intersubject correlation), suggesting that music-evoked reactivation may play a role in making event memories stick that is distinct from what happens at initial encoding. ### Competing Interest Statement The authors have declared no competing interest. National Institutes of Health, https://ror.org/01cwqze88, F99 NS118740, R01 MH112357
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Mariya Toneva @mtoneva.bsky.social · 24/06/2025
Had a great time discussing aligning LLMs to the human brain with the UniReps community. Thank you for inviting me! This is a new speaker series and there are already some very interesting speakers lined up -- excited for future discussions! Subscribing to stay up to date ✅
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Tal Linzen @tallinzen.bsky.social · 21/06/2025
I'm hiring at least one post-doc! We're interested in creating language models that process language more like humans than mainstream LLMs do, through architectural modifications and interpretability-style steering. Express interest here: docs.google.com/forms/d/e/1F...
docs.google.com
NYU LLM + cognitive science post-doc interest form
Tal Linzen's group at NYU is hiring a post-doc! We're interested in creating language models that process language more like humans than mainstream LLMs do, through architectural modifications and int...
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Charley Wu @thecharleywu.bsky.social · 11/06/2025
🚀Join our team @tuda.bsky.social ! 🚀 I'm looking for 3 PhDs & 1 Postdoc for my @erc.europa.eu project “C4: Compositional Compression in Cognition and Culture” to study learning across individuals, teams, and cultural timescales 👉 PhD: hmc-lab.com/ERC_PhDs.html 👉 Postdoc: hmc-lab.com/ERC_Postdoc....
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Mariya Toneva @mtoneva.bsky.social · 11/06/2025
Looking forward to discussing aligning LLMs to the human brain!
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BogaertsLab @bogaertslab.bsky.social · 04/06/2025
NEUROCOG 2025 is taking place in Brussels Nov 17–18! The theme: AI and the Human Brain 🤖 🧠 We’re thrilled to welcome 6 amazing invited speakers: @evfedorenko.bsky.social, @nicoschuck.bsky.social, @summerfieldlab.bsky.social, @jeffreybowers.bsky.social, @irisgroen.bsky.social & @mtoneva.bsky.social
neurocog.be
NeuroCog » November 17-18, 2025
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Alona Fyshe @alonaf.bsky.social · 25/04/2025
Our ICLR poster is Saturday Morning (Hall 3 + Hall 2B #63)! We (myself with Cory Efird, Alex Murphy and Joel Zylberberg) are excited to share our work searching for Shared Decodable Concepts in the human brain. We used the Natural Scenes Dataset to find the concepts that most drive brain activity…
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Gabriella Vigliocco @gabriellavigliocco.bsky.social · 22/04/2025
There is still time until tomorrow to apply for a 4-year Research Fellow post in the Language and Cognition Lab @ UCL!
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Steven Scholte @neurosteven.bsky.social · 14/04/2025
I am so happy—this is the first 1st author paper I have written, since the cancer diagnosis of my late wife seven years ago. 📑 PAPER ALERT: "Beyond binding: from modular to natural vision" in Trends in Cognitive Sciences (2025) sciencedirect.com/science/arti...
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Mariya Toneva @mtoneva.bsky.social · 02/04/2025
Together with @autreche.bsky.social, Adish Singla, Krishna Gummadi, Goran Radanovic and Nina Grgić-Hlača, we have multiple open positions postdocs in AI, Computing, and Society at the MPI for Software Systems! Apply by May 13 via the new Max Planck Postdoc Program! www.mpg.de/en/max-planc...
mpg.de
Max Planck Postdoc Program
Launching in April 2025, the Max Planck Postdoc Program features structured application calls and a comprehensive support system for researchers.
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Gabriella Vigliocco @gabriellavigliocco.bsky.social · 02/04/2025
Join us in London! The Language and Cognition Lab (with @fourtassi.bsky.social, Yan Gu) is looking for a Research Fellow for 4-years to work on how children and adults from different cultures learn in social interaction. Ad is here (www.jobs.ac.uk/job/DMN891/r...). DM if you have any question!
jobs.ac.uk
Research Fellow in Social Learning at UCL
Discover Research Fellow in Social Learning jobs and more in higher education on jobs.ac.uk. Apply for further details on the top job board.
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ARENA Research Unit @arena-researchunit.bsky.social · 06/03/2025
Stay tuned for #ARENA Symposium Abstract Representations in Neural Architectures: From Human Cognition to Artificial Intelligence at #teap2025 on 12 March @goetheuni.bsky.social #CognitiveScience #Neuroscience #AI #DNNs #KnowledgeRepresentation #Psychology #ComputationalNeuroscience
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Mariya Toneva @mtoneva.bsky.social · 28/02/2025
One week left to apply! We'll have so much exciting data for projects: for example, neuropixel data from humans while they listen to sentences courtesy of @shaileejain.bsky.social, Eddie Chang, and his group.
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Gabriella Vigliocco @gabriellavigliocco.bsky.social · 26/02/2025
Inaugural post on bsky: The ECOLANG Multimodal Corpus, providing audiovisual recordings and annotations of multimodal communicative behaviours by English-speaking adults in dyadic interaction with a child or another adult is now available rdcu.be/eblMF
rdcu.be
The ECOLANG Multimodal Corpus of adult-child and adult-adult Language
Scientific Data - The ECOLANG Multimodal Corpus of adult-child and adult-adult Language
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Vlad Ayzenberg @vayzenb.bsky.social · 17/02/2025
I'm hiring a full-time research assistant to start this Summer! The lab studies perception and cognition from infancy to adulthood using neuroimaging, behavioral, and computational approaches For more details about the lab and the position, see: vlad-lab.com/join #psychjobs #neurojobs
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Norman Lab @ptoncompmemlab.bsky.social · 17/02/2025
Our paper on how neural codes track prior events in a narrative and predict subsequent memory for details, led by @collinsilvy.bsky.social, is now out in Communications Psychology! rdcu.be/d93Vc #neuroskyence #psychscisky
rdcu.be
Neural codes track prior events in a narrative and predict subsequent memory for details
Communications Psychology - Context-dependent temporal structures are represented in multiple ways in parallel in the human brain during processing of temporally extended events. The neural...
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Floris de Lange @predictivebrain.bsky.social · 19/03/2024
🚨Job alert!🚨 Are you curious about curiosity, and looking for a post-doc position? Then please consider applying: www.ru.nl/en/working-a... Feel free to e-mail/DM me if you have questions. Thanks very much for sharing/re-posting!
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Prof. Dr. Asli Ozyurek @asliozyurek.bsky.social · 15/02/2025
Would you like to work at Max Planck Society tenured? A new round of the Lise Meitner Excellence Program for #tenuretrack group leaders opened today - pls consider applying! The program aims to recruit and promote exceptionally qualified female scientists. mpg.de/lise-meitner-e… #LiseMeitnerGroups
mpg.de
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Sebastian Michelmann @s-michelmann.bsky.social · 13/02/2025
Excited to share our preprint "Fast-timescale hippocampal processes bridge between slowly unfurling neocortical states during memory search" 🧠✨ We leverage iEEG to elucidate the fast neural mechanisms by which long multimodal narratives are unfurled in continuous memory-search tinyurl.com/wjkr3dvf
tinyurl.com
Fast-timescale hippocampal processes bridge between slowly unfurling neocortical states during memory search
Prior behavioral work showed that event structure plays a key role in our ability to mentally search through memories of continuous naturalistic experience. We hypothesized that, neurally, this memory...
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Ev Fedorenko @evfedorenko.bsky.social · 05/02/2025
Our language neuroscience lab (evlab.mit.edu) is looking for a new lab manager/FT RA to start in the summer. Apply here: tinyurl.com/3r346k66 We'll start reviewing apps in early Mar. (Unfortunately, MIT does not sponsor visas for these positions, but OPT works.)
evlab.mit.edu
EvLab
Our research aims to understand how the language system works and how it fits into the broader landscape of the human mind and brain.
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Dota Tianai Dong @dotadotadota.bsky.social · 04/02/2025
Final Call for Submissions! ⏳ Don't miss your chance to present at the Re-Align Workshop @iclr-conf.bsky.social ! We welcome submissions from ICML, CogSci, and beyond.
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Mariya Toneva @mtoneva.bsky.social · 03/02/2025
Really excited for this 3 week NeuroAI summer school in Lisbon! We have course faculty from a range of neuro domains (language, vision, decision making, memory), and neuro levels (low level to cognitive). There will also be a project advised by our exciting lineup of course faculty! Come join us!
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Derek Dreyer @herrdreyer.bsky.social · 26/01/2025
Very proud to announce that the first Iris paper received the 2025 Most Influential POPL Paper Award this week. This is a testament to the amazing contributions of a wonderful international network of collaborators. www.youtube.com/live/ZKwpY0g...
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Lukas Muttenthaler @lukasmut.bsky.social · 17/01/2025
Re-Align returns to #ICLR2025! Please consider submitting if you work on how ML / CogSci / Neuro systems represent the world & what factors shape these representations 💭🧠🤖 w/ @thisismyhat.bsky.social @dotadotadota.bsky.social @sucholutsky.bsky.social @eringrant.bsky.social @siddsuresh97.bsky.social
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Laura Gwilliams @lauragwilliams.bsky.social · 14/01/2025
postdoc opportunity in @alexwoolgar.bsky.social and my lab, based in Cambridge UK! seeking someone with excellent analytical skills to join our project using time-resolved human neuroimaging to study receptive language processing in non-speaking autistic individuals 🧠✨ www.jobs.cam.ac.uk/job/48835/
jobs.cam.ac.uk
Postdoctoral Research Associate (Fixed Term) - Job Opportunities - University of Cambridge
Postdoctoral Research Associate (Fixed Term) in the MRC Cognition and Brain Sciences Unit at the University of Cambridge.
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Steven Scholte @neurosteven.bsky.social · 09/01/2025
The #CCN2025 conference 2025.ccneuro.org is looking for area and senior area chairs for the new 8-page track. You can sign up for area chair and form this list we will also invite senior area chairs. We might also nominate you ourselves :-) forms.gle/MTBgZZxQaDY8...
forms.gle
Nominations for Area Chairs:
Area Chairs should have the following requirements: A senior researcher in the area (professor or senior research fellow, could also be a postdoc) Have authored at CCN at least once You can nominate y...
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The Algonauts Project @algonautsproject.bsky.social · 06/01/2025
(1/4) The Algonauts Project 2025 challenge is now live! Participate and build computational models that best predict how the human brain responds to multimodal movies! Submission deadline: 13th of July. #algonauts2025 #NeuroAI #CompNeuro #neuroscience #AI algonautsproject.com
algonautsproject.com
The Algonauts Project 2025
homepage
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Mariya Toneva @mtoneva.bsky.social · 06/01/2025
Great to see this exciting work by Sebastian published! So much potential for LLMs, if used appropriately, to scale up and speed up our understanding of human cognition.
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Mariya Toneva @mtoneva.bsky.social · 20/12/2024
🚨 Open postdoc position on effective human-AI collaboration, joint with the groups of @svenapel.bsky.social and Adish Singla 🚨 Join our exciting collaboration involving ML, cogsci, and software engineering! More info here: mtoneva.com/Postdoc_ad_2... Apply by Jan 31, 2025.
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Mariya Toneva @mtoneva.bsky.social · 19/12/2024
Had the pleasure to discuss AI at the Max Planck Institutes. One question was: how is MPI doing in terms of impact in fundamental AI research? Wanted some numbers so went through the accpeted papers from the top ML conferences in the last 3 years. The results were quite surprising:
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