--- title: "Tarun Kumar — author profile and papers — Elamur Research" description: "Tarun Kumar, Hewlett Packard Enterprise: 2 papers on Elamur Research (2025–2026), h-index 6 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/tarun-kumar/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/tarun-kumar/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Tarun Kumar # Tarun Kumar Tarun Kumar 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/), [Text generation](https://md.research.elamur.ai/free/en/topics/text-generation/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Martin Foltin](https://md.research.elamur.ai/free/en/authors/martin-foltin/), [Suparna Bhattacharya](https://md.research.elamur.ai/free/en/authors/suparna-bhattacharya/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5061190677) · [ORCID](https://orcid.org/0000-0001-6265-629X) · [**h-index 6**](https://openalex.org/authors/A5061190677) · [15 works](https://openalex.org/works?filter=author.id:A5061190677) · [87 citations](https://openalex.org/works?filter=author.id:A5061190677&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/tarun-kumar/#papers) · 🔗 Cited 4 times in our library · [⭐ Paper Stars ranking: #10602](https://md.research.elamur.ai/free/en/paper-stars/page/107/#star-10602) 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=Tarun+Kumar) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Tarun+Kumar) · [dblp](https://dblp.org/search?q=Tarun+Kumar) · [ACL Anthology](https://aclanthology.org/search/?q=Tarun+Kumar) ## Affiliations [🏢**Hewlett Packard Enterprise** Palo Alto · United States 2026 · 1 paper*current*](https://ror.org/020x0c621) · [🎓**Indian Institute of Technology Madras** Chennai · India 2019–2023 · 4 papers](https://md.research.elamur.ai/free/en/universities/indian-institute-of-technology-madras/) · [🎓**Indian Institute of Science Bangalore** Bengaluru · India 2024–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/indian-institute-of-science-bangalore/) · [🏢**Robert Bosch** Bengaluru · India 2019 · 2 papers](https://md.research.elamur.ai/free/en/companies/robert-bosch-india/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 6 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Text generation · 1 work](https://md.research.elamur.ai/free/en/topics/text-generation/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/tarun-kumar/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/tarun-kumar/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation](https://md.research.elamur.ai/free/en/papers/saranathan-2025-sublime-subset-selection-rank-correlation/)** *(2025 · 5 citations)* Running every new LLM on every benchmark has become very expensive. Existing data-efficient evaluation methods usually rely on many prior model results, which a newly added benchmark does not have. SubLIME, from Hewlett Packard Labs, addresses this cold-start case. It picks a small subset, 1–20% of a benchmark's… 2. **[CEBC: Conformal Evidence-Bounded Control for Low-Hallucination Vision–Language Generation](https://md.research.elamur.ai/free/en/papers/mishra-2026-cebc-conformal-evidence-bounded-control/)** *(2026)* Vision–language models often mention objects that are not in the image. Existing remedies tend either to make outputs vaguer or to require costly retraining. The Hewlett Packard Labs authors propose CEBC, a post-generation layer that works with any VLM and needs no training. It first produces a small pool of… ## Co-authors here 2 co-authors with a page, the most papers together first. - [Martin Foltin](https://md.research.elamur.ai/free/en/authors/martin-foltin/) ×2 - [Suparna Bhattacharya](https://md.research.elamur.ai/free/en/authors/suparna-bhattacharya/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) ## Cited by Papers of our library cite their works 4 times (of the 149,439 papers whose bibliographies we read). Updated 1 November 2026