--- title: "Peter Belcak — author profile and papers — Elamur Research" description: "Peter Belcak, Nvidia: 2 papers on Elamur Research (2025–2026), h-index 3 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/peter-belcak/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/peter-belcak/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Peter Belcak # Peter Belcak Peter Belcak has 2 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Pavlo Molchanov](https://md.research.elamur.ai/free/en/authors/pavlo-molchanov/), [Shizhe Diao](https://md.research.elamur.ai/free/en/authors/shizhe-diao/), [Yonggan Fu](https://md.research.elamur.ai/free/en/authors/yonggan-fu/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5033912158) · [**h-index 3**](https://openalex.org/authors/A5033912158) · [21 works](https://openalex.org/works?filter=author.id:A5033912158) · [40 citations](https://openalex.org/works?filter=author.id:A5033912158&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/peter-belcak/#papers) · [🔗 Cited 75 times in our library](https://md.research.elamur.ai/free/en/authors/peter-belcak/cited-by/) · [⭐ Paper Stars ranking: #8093](https://md.research.elamur.ai/free/en/paper-stars/page/81/#star-8093) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Peter+Belcak) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Peter+Belcak) · [dblp](https://dblp.org/search?q=Peter+Belcak) · [ACL Anthology](https://aclanthology.org/search/?q=Peter+Belcak) ## Affiliations [🏢**Nvidia** Santa Clara · United States 2025–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/companies/nvidia/) · [🏢**Nvidia** Reading · United Kingdom 2025–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/companies/nvidia-united-kingdom/) · [🎓**ETH Zurich** Zurich · Switzerland 2022–2025 · 10 papers](https://md.research.elamur.ai/free/en/universities/eth-zurich/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/peter-belcak/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/peter-belcak/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Small Language Models are the Future of Agentic AI](https://md.research.elamur.ai/free/en/papers/belcak-2025-small-language-models-future-agentic/)** *(2025 · 92 citations)* This position paper from NVIDIA Research and Georgia Tech challenges a common industry practice: sending every request an AI agent makes to one large, general-purpose LLM hosted in the cloud. 2. **[PROBE: PROcess-Based BEnchmark for Hallucination Detection](https://md.research.elamur.ai/free/en/papers/zhang-2026-probe-process-based-benchmark-hallucination/)** *(2026)* LLM-as-a-judge setups usually ask a model for a single verdict on whether an output stays faithful to its source. ## Co-authors here 9 co-authors with a page, the most papers together first. - [Pavlo Molchanov](https://md.research.elamur.ai/free/en/authors/pavlo-molchanov/) ×2 - [Shizhe Diao](https://md.research.elamur.ai/free/en/authors/shizhe-diao/) ×2 - [Yonggan Fu](https://md.research.elamur.ai/free/en/authors/yonggan-fu/) ×2 - [Bei Yu](https://md.research.elamur.ai/free/en/authors/bei-yu/) - [Saurav Muralidharan](https://md.research.elamur.ai/free/en/authors/saurav-muralidharan/) - [Shaona Ghosh](https://md.research.elamur.ai/free/en/authors/shaona-ghosh/) - [Xin Dong](https://md.research.elamur.ai/free/en/authors/xin-dong/) - [Yingyan Celine Lin](https://md.research.elamur.ai/free/en/authors/yingyan-celine-lin/) - [Yu Zhang](https://md.research.elamur.ai/free/en/authors/yu-zhang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 75 times (of the 149,439 papers whose bibliographies we read); [12 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/peter-belcak/cited-by/). Updated 2 November 2026