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Verna Dankers

@vernadankers.bsky.social
325 followers 278 following 12 posts

Postdoc at ‪Mila & McGill University 🇨🇦 with a PhD in NLP from the University of Edinburgh 🏴󠁧󠁢󠁳󠁣󠁴󠁿 memorization vs generalization x (non-)compositionality. she/her 👩‍💻 🇳🇱

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Reposted by Verna Dankers
Gaurav Kamath @grvkamath.bsky.social · 04/03/2026
🚨New Paper!🚨 How do reasoning LLMs handle inferences that have no deterministic answer? We find that they diverge from humans in some significant ways, and fail to reflect human uncertainty… 🧵(1/10)
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Verna Dankers @vernadankers.bsky.social · 09/11/2025
Full house at BlackboxNLP at #EMNLP2025!! Getting ready for my 1.45PM keynote 😎 Join us in A102 to learn about "Memorization: myth or mystery?"
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Reposted by Verna Dankers
IJCAIconf @ijcai.org · 20/08/2025
🏆 full house at the IJCAI-JAIR Best Paper Award #talk delivered by Verna Dankers on Compositionality Decomposed: How do Neural Networks Generalise?! #IJCAI2025
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Reposted by Verna Dankers
IJCAIconf @ijcai.org · 19/08/2025
Congratulations to the winners of the 2025 IJCAI–JAIR Prize for their paper “Compositionality Decomposed: How Do Neural Networks Generalise?” — Dieuwke Hupkes, Verna Dankers, Mathijs Mul, and Elia Bruni! Presented by Edith Elkind, Northwestern University arxiv.org/abs/1908.08351 #IJCAI2025
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Verna Dankers @vernadankers.bsky.social · 19/08/2025
Proud to accept a 5y outstanding paper award @ijcai.org 🏆 from the Journal of AI Research for the impact Compositionality Decomposed has had, on behalf of the team (Dieuwke Hupkes, Elia Bruni & Mathijs Mul)!🧡 Come to room 513 on Wed@11.30 to learn about rethinking compgen evaluation in the LLM era🤖
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Verna Dankers @vernadankers.bsky.social · 04/08/2025
Had a blast at #ACL2025 connecting with new/familiar faces, explaining the many affiliations on my badge, chatting about memorisation--generalisation, and visiting stunning Schönbrunn. A shoutout to the co-organisers & speakers of the successful @l2m2workshop.bsky.social 🧡 I learnt a lot from you!
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Verna Dankers @vernadankers.bsky.social · 27/07/2025
Thrilled to be in Vienna to learn about all the papers & catch up with NLP friends 🇦🇹 You'll find me at the ACL mentorship session (Mon 2PM), at our @l2m2workshop.bsky.social (Fri) and at my poster (Wed 11AM)! I'll present work w/ @vyraun.bsky.social on memorization in NMT under SeqKD #ACL2025 (1/5)
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Verna Dankers @vernadankers.bsky.social · 01/07/2025
I miss Edinburgh and its wonderful people already!! Thanks to @tallinzen.bsky.social and @edoardo-ponti.bsky.social for inspiring discussions during the viva! I'm now exchanging Arthur's Seat for Mont Royal to join @sivareddyg.bsky.social's wonderful lab @mila-quebec.bsky.social 🤩
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Reposted by Verna Dankers
Sara Vera Marjanovic @saravera.bsky.social · 01/04/2025
Models like DeepSeek-R1 🐋 mark a fundamental shift in how LLMs approach complex problems. In our preprint on R1 Thoughtology, we study R1’s reasoning chains across a variety of tasks; investigating its capabilities, limitations, and behaviour. 🔗: mcgill-nlp.github.io/thoughtology/
A circular diagram with a blue whale icon at the center. The diagram shows 8 interconnected research areas around LLM reasoning represented as colored rectangular boxes arranged in a circular pattern. The areas include: §3 Analysis of Reasoning Chains (central cloud), §4 Scaling of Thoughts (discussing thought length and performance metrics), §5 Long Context Evaluation (focusing on information recall), §6 Faithfulness to Context (examining question answering accuracy), §7 Safety Evaluation (assessing harmful content generation and jailbreak resistance), §8 Language & Culture (exploring moral reasoning and language effects), §9 Relation to Human Processing (comparing cognitive processes), §10 Visual Reasoning (covering ASCII generation capabilities), and §11 Following Token Budget (investigating direct prompting techniques). Arrows connect the sections in a clockwise flow, suggesting an iterative research methodology.
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Verna Dankers @vernadankers.bsky.social · 27/01/2025
Super excited about the First L2M2 (Large Language Model Memorization) workshop at #ACL2025 in Vienna @l2m2workshop.bsky.social! 🥳 Submit via ARR in February, or directly to the workshop in March! Archival and non-archival contributions are welcome. 🗒️ sites.google.com/view/memoriz...
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L2M2 - Call for Papers
Important Dates
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Reposted by Verna Dankers
Tomer Ullman @tomerullman.bsky.social · 01/12/2024
thinking of calling this "The Illusion Illusion" (more examples below)
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