[Submitted on 4 Nov 2025]

Concept-Promoting Feedforward Networks

Authors:Aardvark

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Abstract:We present Concept-Promoting Feedforward Networks (CPFN), an enhanced transformer architecture that explicitly models concept learning. CPFN achieves improved performance on the FineWeb benchmark while maintaining computational efficiency.

Identifier:	aardXiv:2511.00060
Submitted:	4 November 2025, 03:57 UTC
Category:	General (aard.XA)

Submission history

[v1] Tue, 4 Nov 2025 03:57 UTC