Jake Poznanski
Jake Poznanski has 3 papers in our library, in 2025–2026, most of them on Language models & pretraining, Vision & language; often with Kyle Lo, Luca Soldaini, Aman Rangapur.
OpenAlex · h-index 2 · 6 works · 13 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 169 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #5907
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksComputer Vision and Pattern Recognition · 3 worksLanguage and Linguistics · 3 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksVision & language · 1 work
Works by year
2020s
Papers
- 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… - olmOCR: Unlocking Trillions of Tokens in PDFs with Vision Language Models (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… - The olmOCR Project: Building Fully Open OCR using VLMs (2026 · 2 citations)
Turning PDFs into clean text is difficult because the format stores glyphs and coordinates rather than logical reading flow.
All works
- Olmo 3arXiv:2512.13961Team Olmo: Allyson Ettinger, Amanda Bertsch, Bailey Kuehl, et al.2025 · 130 citations
- olmOCR: Unlocking Trillions of Tokens in PDFs with Vision Language ModelsarXiv:2502.18443Jake Poznanski, Aman Rangapur, Jon Borchardt, et al.2025 · 44 citations
- FlexOLMo: Open Language Models for Flexible Data Use ↗neural information processing systems · no summary yetWeijia Shi et al.2025 · 5 citations
- The olmOCR Project: Building Fully Open OCR using VLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Jake Poznanski, Kyle Lo, Luca Soldaini2026 · 2 citations
Co-authors here
- Kyle Lo ×3
- Luca Soldaini ×2
- Aman Rangapur
- Amanda Bertsch
- Bailey Kuehl
- David Heineman
- Dirk Groeneveld
- Faeze Brahman
- Hamish Ivison
- Jacob Morrison
- Jason Dunkelberger
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- neural information processing systems
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/jake-poznanski/