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Can Editing 1 Neuron Fix Repetition Loops in LLMs?
BACKGROUND
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15 Jun
Can Editing 1 Neuron Fix Repetition Loops in LLMs?
REPORT · WHAT · ArXiv CS.AI
Other feeds and industry voices
22 Apr
Towards Scalable Lifelong Knowledge Editing with Selective Knowledge Suppression
arXiv:2604.19089v1 Announce Type: new Abstract: Large language models (LLMs) require frequent knowledge updates to reflect changing facts and mitigate hallucinations. To meet this
REPORT · WHAT · ArXiv CS.AIOPEN STORY
14 Apr
MEMENTO: Teaching LLMs to Manage Their Own Context
arXiv:2604.09852v1 Announce Type: new Abstract: Reasoning models think in long, unstructured streams with no mechanism for compressing or organizing their own intermediate state.
REPORT · HOW · ArXiv CS.AIOPEN STORY
14 Apr
LoopGuard: Breaking Self-Reinforcing Attention Loops via Dynamic KV Cache Intervention
arXiv:2604.10044v1 Announce Type: new Abstract: Through systematic experiments on long-context generation, we observe a damaging failure mode in which decoding can collapse into
REPORT · WHERE · ArXiv CS.AIOPEN STORY
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ArXiv CS.AI
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