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researcher

Muhammad Khalifa

University of Michigan

18 papers hereh-index 12645 citations21 works total

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

author position
  • sole author1
  • first author11
  • middle author5

Across the 17 of 18 papers where every author was matched, so the position is known.

fields
  • cs.CL16
  • cs.LG1
  • cs.SE1
affiliations
  • University of Michigan
Homepage
same name
  • Muhammad Khalifa — 14 papers, h 8

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedA Distributional Approach to Controlled Text Generation

31 citations · 46 across the 15 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025★ 2 cited

Process Reward Models That Think

Muhammad Khalifa, Rishabh Agarwal, Lajanugen Logeswaran +5

Step-by-step verifiers -- also known as process reward models (PRMs) -- are a key ingredient for test-time scaling. PRMs require step-level supervision, making them expensive to tr…

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