--- title: "Pranav Shetty — author profile and papers — Elamur Research" description: "Pranav Shetty, JPMorgan Chase & Co: 2 papers on Elamur Research (2026), h-index 0 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/pranav-shetty/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/pranav-shetty/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Pranav Shetty # Pranav Shetty Pranav Shetty has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information extraction](https://md.research.elamur.ai/free/en/topics/information-extraction/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Xiaomo Liu](https://md.research.elamur.ai/free/en/authors/xiaomo-liu/), [Zhiqiang Ma](https://md.research.elamur.ai/free/en/authors/zhiqiang-ma/), [Manuela Veloso](https://md.research.elamur.ai/free/en/authors/manuela-veloso/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5125951086) · [**h-index 0**](https://openalex.org/authors/A5125951086) · [8 works](https://openalex.org/works?filter=author.id:A5125951086) · [0 citations](https://openalex.org/works?filter=author.id:A5125951086&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/pranav-shetty/#papers) · [🔗 Cited 1 time in our library](https://md.research.elamur.ai/free/en/authors/pranav-shetty/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #12183](https://md.research.elamur.ai/free/en/paper-stars/page/122/#star-12183) 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=Pranav+Shetty) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Pranav+Shetty) · [dblp](https://dblp.org/search?q=Pranav+Shetty) · [ACL Anthology](https://aclanthology.org/search/?q=Pranav+Shetty) ## Affiliations [🏢**JPMorgan Chase & Co** New York · United States 2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/companies/jpmorgan-chase-co/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## 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).[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/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 3 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Information extraction · 1 work](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/pranav-shetty/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Detecting Non-Membership in LLM Training Data via Rank Correlations](https://md.research.elamur.ai/free/en/papers/shetty-2026-detecting-non-membership-llm-training/)** *(2026)* Most auditing work on LLM training data asks whether a dataset was used (membership inference). This paper addresses the reverse question: how to show with statistical confidence that a model was not trained on a given dataset. Such evidence matters for copyright disputes, compliance checks, and agreements that… 2. **[ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images](https://md.research.elamur.ai/free/en/papers/sibue-2026-exstructiny-benchmark-schema-variable-structured/)** *(2026)* Generalist vision-language models (VLMs) score well on standard document understanding benchmarks. It is less clear whether they can pull many related fields out of varied business documents and arrange them according to a schema the user defines on the fly. Existing resources do not test this well. KEE and RE… ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Perturb Your Data: Paraphrase-Guided Training Data Watermarking ↗](https://doi.org/10.1609/aaai.v40i39.40575) arXiv:2512.17075 · no summary yet**Pranav Shetty et al.*2025 · 1 citation* 2. **[Detecting Non-Membership in LLM Training Data via Rank Correlations](https://md.research.elamur.ai/free/en/papers/shetty-2026-detecting-non-membership-llm-training/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Pranav Shetty, Mirazul Haque, Zhiqiang Ma, et al.*2026* 3. **[ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images](https://md.research.elamur.ai/free/en/papers/sibue-2026-exstructiny-benchmark-schema-variable-structured/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Mathieu Sibue, Andrés Muñoz Garza, Samuel Mensah, et al.*2026* ## Co-authors here 4 co-authors with a page, the most papers together first. - [Xiaomo Liu](https://md.research.elamur.ai/free/en/authors/xiaomo-liu/) ×2 - [Zhiqiang Ma](https://md.research.elamur.ai/free/en/authors/zhiqiang-ma/) ×2 - [Manuela Veloso](https://md.research.elamur.ai/free/en/authors/manuela-veloso/) - [Samuel Mensah](https://md.research.elamur.ai/free/en/authors/samuel-mensah/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/) ×2: [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) ×2 ## Cited by Papers of our library cite their works 1 time (of the 149,439 papers whose bibliographies we read); [1 citing paper with a page here →](https://md.research.elamur.ai/free/en/authors/pranav-shetty/cited-by/). Updated 1 November 2026