Elamur Research⌕
☰
home / authors / Bradley A. Malin

Bradley A. Malin

Bradley A. Malin has 3 papers in our library, in 2023–2026, most of them on Language models & pretraining, Evaluation & benchmarks, Knowledge graphs & ontologies; often with Jiaxin Zhang, Zhuohang Li, Caiming Xiong.

3 papers in our library · 2023–2026

OpenAlex · ORCID · Wikidata · h-index 57 · 525 works · 11,973 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 26 times in our library · ⭐ Paper Stars ranking: #8502

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Vanderbilt UniversityNashville · United States2006–2026 · 326 papersEmploymentcurrent🏥Vanderbilt University Medical CenterNashville · United States2007–2026 · 207 papersEmployment · Biomedical Informaticscurrent🎓Carnegie Mellon UniversityPittsburgh · United States2000–2018 · 20 papersEducation🎓The University of Texas Health Science Center at HoustonHouston · United States2013–2024 · 2 papers🎓Georgia Institute of TechnologyAtlanta · United States2016 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 worksBiochemistry, Genetics and Molecular Biology · 1 workHealth Informatics · 1 workMedicine · 1 workMolecular Biology · 1 work

🧭 Topics 3Research subjects and languages the work is about.Evaluation & benchmarks · 1 workLanguage models & pretraining · 1 workKnowledge graphs & ontologies · 1 work

 Works by year

2020s

20262 papers20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency (2023 · 28 citations)
    Black-box LMs such as ChatGPT expose no token log-probabilities, so hallucination detectors often depend on sampling and self-consistency: if repeated answers agree, the output is assumed factual.
  2. From Passive Metric to Active Signal: The Evolving Role of Uncertainty Quantification in Large Language Models (2026 · 1 citation)
    Most uncertainty quantification (UQ) work on LLMs scores an output only after it has been generated. This survey argues that such retrospective scoring does not fit multi-step reasoning, agents or alignment loops. It traces a shift in which uncertainty becomes a live control input that changes what the model does…
  3. MHGraphBench: Knowledge Graph-Grounded Benchmarking of Mental Health Knowledge in Large Language Models (2026)
    Large language models are increasingly used in mental health, but broad medical benchmarks say little about whether they hold verifiable psychiatric biomedical knowledge.

 Co-authors here

6 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 26 times (of the 149,439 papers whose bibliographies we read); 5 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/bradley-a-malin/