2 papers
cs.LG2026
: A library for Linear RNNs
Karan Bania, Soham Kalburgi, Manit Tanwar +8
Linear recurrent neural networks (LRNNs) provide a structured approach to sequence modeling that bridges classical linear dynamical systems and modern deep learning, offering both…
cs.LG2026
Bypassing the Rationale: Causal Auditing of Implicit Reasoning in Language Models
Anish Sathyanarayanan, Aditya Nagarsekar, Aarush Rathore
Chain-of-thought (CoT) prompting is widely used as a reasoning aid and is often treated as a transparency mechanism. Yet behavioral gains under CoT do not imply that the model's in…