Every paper checked — nothing hidden

All papers

Every paper checked in the week of 12–18 Oct 2026 · Multimodal models — nothing is hidden. Brief papers first.

All1,924 In brief3 More (on-topic)553 Not relevant1,333 Not assessed19 Older33 Could not confirm19 Blogs with no paper11 All blogs13

Paper	Topic	Relevance	Feedback
Inject a Turn, Not a Token: Learning Where to Redirect LLM Reasoning for Self-Correction Introduces UPTURN, a framework that trains a small classifier to inject redirection prompts as new user turns during reasoning failures. Preprint	Multimodal models via arxiv · 12 Oct, 16:28	Not relevant Operates entirely on text-based reasoning tasks without multimodal inputs or outputs.
Adaptive DHiSparse: Speculative Decoding over a Load-Adaptive KV Hierarchy Combines load-adaptive hierarchical key-value caching with speculative decoding to accelerate long-context language model serving. Preprint	Multimodal models via arxiv · 12 Oct, 16:28	Not relevant Evaluates text LLMs on context serving without multimodal document, vision, or audio components.
A Privileged Teacher That Only Scores Cannot Search: Critique-Conditioned On-Policy Self-Distillation for Reasoning Examines error localization and credit assignment failures in critique-conditioned on-policy self-distillation for mathematical reasoning. Preprint	Multimodal models via arxiv · 12 Oct, 16:28	Not relevant Focuses strictly on language-based reasoning traces without multimodal inputs.
Task Context Shapes Component Roles in Language Models Investigates how changing tasks redistributes attention head influence and alters internal activations in open-weight large language models. Preprint	Multimodal models via arxiv · 12 Oct, 16:28	Not relevant Focuses solely on text-based language models without multimodal inputs or outputs.

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