Please share!
The submission deadline is only a few days away: October 4, AoE!🔵🔴View quoted post on X
🔴Read the call for papers: unireps.org/2026/call-for-…
🔵Submit your paper here: openreview.net/group?id=UniRe…
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UniReps submission deadline October 4th AOE! Please share
📣 Call for Papers: UniReps Workshop in Paris!View quoted post on X
We invite work exploring why, when, and how distinct learning processes yield similar representations across AI, neuroscience & cognitive science.
📅 Deadline: Oct 4 (AoE)
🔗 unireps.org/2026/call-for-…
Presenting this @icmlconf with @NeuroRJ & @_avaidya✨
Why do 𝙢𝙞𝙙𝙙𝙡𝙚 layers in LLMs and speech-audio models best predict brain responses to language?
We show a peak in the dimensionality of🤖activations (left) to track high🧠predictivity (right)
🧵
Why do 𝙢𝙞𝙙𝙙𝙡𝙚 layers in LLMs and speech-audio models best predict brain responses to language?
We show a peak in the dimensionality of🤖activations (left) to track high🧠predictivity (right)
🧵
We know that middle layers from LLMs best predict brain responses to natural language. But why? In our new short paper (arxiv.org/abs/2409.05771), we show that this prediction performance closely aligns with a peak in the ✨intrinsic dimensionality✨of the LLM's layers. (1/6)View quoted post on X
I'm at #ICLR2026 presenting a poster 04/23! We all want to control GenAI models, but we lack tools to properly evaluate the limits of control. Here, we introduce algorithms to rigorously estimate controllable sets of any GenAI model with guarantees.
Work from interning @Apple
Work from interning @Apple
We'll be presenting this at #ACL2025 ! Come find me and @tomjiralerspong in Vienna :)
New paper! 🌟How does LM representational geometry encode compositional complexity?
A: it depends on how we define compositionality!
We distinguish compositionality of form vs. meaning, and show LMs encode form complexity linearly and meaning complexity nonlinearly...
1/9View quoted post on X