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Melanie Subbiah

Columbia University

10 papers hereh-index 759.5k citations19 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author4

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CL8
  • cs.AI1
  • cs.LG1
affiliations
  • Columbia University
Homepage

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025

Guiding LLM Decision-Making with Fairness Reward Models

Zara Hall, Melanie Subbiah, Thomas P Zollo +2

Large language models are increasingly used to support high-stakes decisions, potentially influencing who is granted bail or receives a loan. Naive chain-of-thought sampling can im…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.