EstGraph benchmark evaluates LLMs on estimating properties of very large graphs from random-walk samples that fit in context limits.
The anatomy of a large-scale hypertextual Web search engine
6 Pith papers cite this work. Polarity classification is still indexing.
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UNVERDICTED 6representative citing papers
A betweenness centrality for stochastic networks is defined via an absorbing Markov chain on sequences of reported central nodes, with importance given by pre-absorption occupancy and estimated by Monte Carlo.
The paper proposes and analyzes a distributed perception mechanism in Friedkin-Johnsen networks that enables convergence to true social power through local interactions in static and reflected-appraisal settings.
Comparative study of VRChat Discord finds distinct engagement, response dynamics, and attitudes in human versus AI support channels.
Central positions in innovation networks lead firms to pursue more exploratory technological search and broader portfolios, producing measurable productivity gains.
Network analysis of software mentions in biomedical papers identifies high-centrality foundational packages in three major open-source ecosystems.
citing papers explorer
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Evaluating LLMs on Large-Scale Graph Property Estimation via Random Walks
EstGraph benchmark evaluates LLMs on estimating properties of very large graphs from random-walk samples that fit in context limits.
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Betweenness Central Nodes Under Uncertainty: An Absorbing Markov Chain Approach
A betweenness centrality for stochastic networks is defined via an absorbing Markov chain on sequences of reported central nodes, with importance given by pre-absorption occupancy and estimated by Monte Carlo.
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Dynamical models for distributed social power perception in Friedkin-Johnsen influence networks
The paper proposes and analyzes a distributed perception mechanism in Friedkin-Johnsen networks that enables convergence to true social power through local interactions in static and reflected-appraisal settings.
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Comparative Analysis of Human vs. AI-powered Support in VRChat Communities on Discord: User Engagement, Response Dynamics and Interaction Patterns
Comparative study of VRChat Discord finds distinct engagement, response dynamics, and attitudes in human versus AI support channels.
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From centrality to productivity: How firms reconfigure technological search in innovation networks?
Central positions in innovation networks lead firms to pursue more exploratory technological search and broader portfolios, producing measurable productivity gains.
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Biomedical Open Source Software: Crucial Packages and Hidden Heroes
Network analysis of software mentions in biomedical papers identifies high-centrality foundational packages in three major open-source ecosystems.