--- title: "Jake Poznanski — author profile and papers — Elamur Research" description: "Jake Poznanski: 3 papers on Elamur Research (2025–2026), h-index 2 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/jake-poznanski/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jake-poznanski/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jake Poznanski # Jake Poznanski Jake Poznanski has 3 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Kyle Lo](https://md.research.elamur.ai/free/en/authors/kyle-lo/), [Luca Soldaini](https://md.research.elamur.ai/free/en/authors/luca-soldaini/), [Aman Rangapur](https://md.research.elamur.ai/free/en/authors/aman-rangapur/). 3 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5056152673) · [**h-index 2**](https://openalex.org/authors/A5056152673) · [6 works](https://openalex.org/works?filter=author.id:A5056152673) · [13 citations](https://openalex.org/works?filter=author.id:A5056152673&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/jake-poznanski/#papers) · [🔗 Cited 169 times in our library](https://md.research.elamur.ai/free/en/authors/jake-poznanski/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5907](https://md.research.elamur.ai/free/en/paper-stars/page/60/#star-5907) 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=Jake+Poznanski) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jake+Poznanski) · [dblp](https://dblp.org/search?q=Jake+Poznanski) · [ACL Anthology](https://aclanthology.org/search/?q=Jake+Poznanski) ## Affiliations [🔬**Allen Institute for Artificial Intelligence** Seattle · United States 2025 · 3 papers](https://md.research.elamur.ai/free/en/labs/allen-institute-for-artificial-intelligence/) 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 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [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/jake-poznanski/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/jake-poznanski/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Olmo 3](https://md.research.elamur.ai/free/en/papers/ettinger-2025-olmo-3/)** *(2025 · 130 citations)* Most competitive language models publish only their final weights. This hides the data and intermediate steps that shaped them. Olmo 3 addresses this by releasing the complete "model flow" for 7B and 32B models: every training stage, checkpoint, dataset, code dependency and log. The base model is trained in three… 2. **[olmOCR: Unlocking Trillions of Tokens in PDFs with Vision Language Models](https://md.research.elamur.ai/free/en/papers/poznanski-2025-olmocr-unlocking-trillions-tokens-pdfs/)** *(2025 · 44 citations)* PDFs hold a vast amount of high-quality text that could serve as training data for language models. They are hard to use because the format records glyphs and their positions rather than logical structure or reading order. Open-source extractors tend to produce noisy output, and strong proprietary VLMs are expensive… 3. **[The olmOCR Project: Building Fully Open OCR using VLMs](https://md.research.elamur.ai/free/en/papers/poznanski-2026-olmocr-project-building-fully-open/)** *(2026 · 2 citations)* Turning PDFs into clean text is difficult because the format stores glyphs and coordinates rather than logical reading flow. ## All works 4 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. [**Olmo 3 arXiv:2512.13961**Team Olmo: Allyson Ettinger, Amanda Bertsch, Bailey Kuehl, et al.*2025 · 130 citations*](https://md.research.elamur.ai/free/en/papers/ettinger-2025-olmo-3/) 2. [**olmOCR: Unlocking Trillions of Tokens in PDFs with Vision Language Models arXiv:2502.18443**Jake Poznanski, Aman Rangapur, Jon Borchardt, et al.*2025 · 44 citations*](https://md.research.elamur.ai/free/en/papers/poznanski-2025-olmocr-unlocking-trillions-tokens-pdfs/) 3. **[FlexOLMo: Open Language Models for Flexible Data Use ↗](https://doi.org/10.52202/085713-5530) neural information processing systems · no summary yet**Weijia Shi et al.*2025 · 5 citations* 4. **[The olmOCR Project: Building Fully Open OCR using VLMs](https://md.research.elamur.ai/free/en/papers/poznanski-2026-olmocr-project-building-fully-open/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jake Poznanski, Kyle Lo, Luca Soldaini*2026 · 2 citations* ## Co-authors here 11 co-authors with a page, the most papers together first. - [Kyle Lo](https://md.research.elamur.ai/free/en/authors/kyle-lo/) ×3 - [Luca Soldaini](https://md.research.elamur.ai/free/en/authors/luca-soldaini/) ×2 - [Aman Rangapur](https://md.research.elamur.ai/free/en/authors/aman-rangapur/) - [Amanda Bertsch](https://md.research.elamur.ai/free/en/authors/amanda-bertsch/) - [Bailey Kuehl](https://md.research.elamur.ai/free/en/authors/bailey-kuehl/) - [David Heineman](https://md.research.elamur.ai/free/en/authors/david-heineman/) - [Dirk Groeneveld](https://md.research.elamur.ai/free/en/authors/dirk-groeneveld/) - [Faeze Brahman](https://md.research.elamur.ai/free/en/authors/faeze-brahman/) - [Hamish Ivison](https://md.research.elamur.ai/free/en/authors/hamish-ivison/) - [Jacob Morrison](https://md.research.elamur.ai/free/en/authors/jacob-morrison/) - [Jason Dunkelberger](https://md.research.elamur.ai/free/en/authors/jason-dunkelberger/) ## 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/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - neural information processing systems ## Cited by Papers of our library cite their works 169 times (of the 149,439 papers whose bibliographies we read); [40 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jake-poznanski/cited-by/). Updated 31 October 2026