131 citations · 394 across the 29 of their papers we have counts for
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cs.CL2025
Single layer tiny Co outpaces GPT-2 and GPT-BERT
Noor Ul Zain, Mohsin Raza, Ahsan Adeel
We show that a tiny Co machine(Adeel,2025) with a single layer, two heads, and 8M parameters, operating at an approximate cost of (where is the number of input token…
cs.LG2025
Beyond Attention: Toward Machines with Intrinsic Higher Mental States
Ahsan Adeel
Attending to what is relevant is fundamental to both the mammalian brain and modern machine learning models such as Transformers. Yet, determining relevance remains a core challeng…