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Author

S. Venkatasubramanian

2 papers indexed here

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From Network Inequality to Network Fairness: A Perspective on Responsible Decision-Making

It is shown that network biases are not inherently harmful or beneficial, and called for a holistic, networked approach to fairness that moves beyond static group categories and recognizes the dynamic, relational, and structural nature of inequality.

Lisette Espín-Noboa, Tina Eliassi-Rad, Pak-Hang Wong et al. · 0 citations

MonitrLLM: A Community-Centered Evaluation Infrastructure for Large Language Models

MonitrLLM is introduced, open-source infrastructure for community-centered LLM evaluations that links full conversation transcripts to user-reported task intent and outcome assessments, treating all three as primary evaluative signals rather than optional metadata.

Victor Ojewale, Ro Encarnación, S. Venkatasubramanian et al. · 0 citations

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