2 citations · 3 across the 10 of their papers we have counts for
3 papers · 1 filter
The Surprising Expressivity of a Single Neuron with Autoregressive Chain-of-Thought
Roey Magen, Nirmit Joshi, Gal Vardi
The success of autoregressive language models trained with Chain-of-Thought~(CoT) supervision raises a fundamental question: How simple can a next-token predictor be while still en…
Learning through Internalization
Nikolaos Tsilivis, Nirmit Joshi, Marko Medvedev +2
We study internalization processes, by which neural-network-based systems absorb an explicit computational procedure into their own weights, and how they facilitate learning. We in…
Learning to Think from Multiple Thinkers
Nirmit Joshi, Roey Magen, Nathan Srebro +2
We study learning with Chain-of-Thought (CoT) supervision from multiple thinkers, all of whom provide correct but possibly systematically different solutions, e.g., step-by-step so…