The Re-Align workshop is back for its 4th edition! 🧠🤖 Come be a part of a growing community of researchers working on representational alignment in minds and machines, spanning AI, Cognitive Science, and Neuroscience. We've got multiple tracks. Check out the details below and submit your work!

Badr AlKhamissi@bkhmsi.bsky.social · 7mo ago

🎉 Re-Align is back for its 4th edition at ICLR 2026! 📣 We invite submissions on representational alignment, spanning ML, Neuroscience, CogSci, and related fields. 📝 Tracks: Short (≤5p), Long (≤10p), Challenge (blog) ⏰ Deadline: Feb 5, 2026 for papers 🔗 representational-alignment.github.io/2026/

In this work, we explore which computational ingredients matter for building human-like semantic representations in LLMs. Find out more in the thread 🧵 This work was led by the brilliant @zstuddiford.bsky.social, who is on the grad school market — recruit him while you can! 😉

Zach Studdiford@zstuddiford.bsky.social · 10mo ago

We’re drowning in language models — there are over 2 mil. of them on Huggingface! Can we use some of them to understand which computational ingredients — architecture, scale, post-training, etc. – help us build models that align with human representations? Read on to find out 🧵

✨ Come join us at the Second edition of the Re-Align workshop @iclr_conf ! 🚀🧠 The workshop explores the fascinating question of how artificial and biological systems align in their representations of the world. #ReAlign #ICLR2025

Discover how our new mechanistic interpretability work uncovers universal concepts. Check it out on arXiv!

Harry Thasarathan@hthasarathan.bsky.social · last yr.

🌌🛰️🔭Wanna know which features are universal vs unique in your models and how to find them? Excited to share our preprint: "Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment"! arxiv.org/abs/2502.03714 (1/9)

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

Dota Tianai Dong@dotadotadota.bsky.social · 2y ago

🚨Call for Papers🚨 The Re-Align Workshop is coming back to #ICLR2025 Our CfP is up! Come share your representational alignment work at our interdisciplinary workshop at @iclr-conf.bsky.social Deadline is 11:59 pm AOE on Feb 3rd representational-alignment.github.io

Our representational alignment workshop returns to #ICLR2025! Submit your work on how ML/cogsci/neuro systems represent the world & what shapes these representations 💭🧠🤖 w/ @thisismyhat.bsky.social @dotadotadota.bsky.social, @sucholutsky.bsky.social @lukasmut.bsky.social @siddsuresh97.bsky.social

Dota Tianai Dong@dotadotadota.bsky.social · 2y ago

🚨Call for Papers🚨 The Re-Align Workshop is coming back to #ICLR2025 Our CfP is up! Come share your representational alignment work at our interdisciplinary workshop at @iclr-conf.bsky.social Deadline is 11:59 pm AOE on Feb 3rd representational-alignment.github.io

Learn about aligning minds and machines. Call for papers is live now—join us at @iclr_conf #ICLR2025. representational-alignment.github.io/2025/

The Re-Align Workshop is back again this year at #ICLR2025. The deadline is 11:59 pm AOE on Feb 3rd.

Dota Tianai Dong@dotadotadota.bsky.social · 2y ago

🚨Call for Papers🚨 The Re-Align Workshop is coming back to #ICLR2025 Our CfP is up! Come share your representational alignment work at our interdisciplinary workshop at @iclr-conf.bsky.social Deadline is 11:59 pm AOE on Feb 3rd representational-alignment.github.io