LinkNav creates intra-document connections in academic papers by generating questions from passages via LLM and retrieving answer passages from other parts of the document, with connected passages averaging ten segments apart.
Treereview: A dynamic tree of questions framework for deep and efficient llm-based scientific peer review
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 2verdicts
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unclear 1representative citing papers
The survey organizes mechanistic interpretability techniques into a Locate-Steer-Improve framework to enable actionable improvements in LLM alignment, capability, and efficiency.
citing papers explorer
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LinkNav: Surfacing Interconnected Information in Scientific Articles
LinkNav creates intra-document connections in academic papers by generating questions from passages via LLM and retrieving answer passages from other parts of the document, with connected passages averaging ten segments apart.
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Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models
The survey organizes mechanistic interpretability techniques into a Locate-Steer-Improve framework to enable actionable improvements in LLM alignment, capability, and efficiency.