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cs.CL2026
For Your Eyes Only: Evaluating Coordination Between Isolated Language Model Instances
Alexander Shirnin, Aleksey Kudelya
As model-generated content is increasingly consumed by other model instances in automated workflows, a practically important question arises: can a model embed a signal in natural…
cs.CL2026
Lacuna Inc. at SemEval-2026 Task 4: Structurally Gated State-Space Models for Disentangling Narrative Similarity
Aleksey Kudelya, Rafif Alshawi, Alexander Shirnin
In this paper, we present the Invariant-Variant Disentangled State-Space Model (IVD-SSM), our submission to SemEval-2026 Task 4 on Narrative Story Similarity and Narrative Represen…