--- title: "Jason Dunkelberger · Allen Institute — author profile and papers" description: "Jason Dunkelberger, Allen Institute: 2 papers on Elamur Research (2018–2025), h-index 6 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/jason-dunkelberger/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jason-dunkelberger/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jason Dunkelberger # Jason Dunkelberger Jason Dunkelberger has 2 papers in our library, in 2018–2025, 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 [Ahmed Elgohary](https://md.research.elamur.ai/free/en/authors/ahmed-elgohary/), [Aman Rangapur](https://md.research.elamur.ai/free/en/authors/aman-rangapur/), [Chandra Bhagavatula](https://md.research.elamur.ai/free/en/authors/chandra-bhagavatula/). 2 papers in our library · 2018–2025 [OpenAlex](https://openalex.org/A5003252084) · [**h-index 6**](https://openalex.org/authors/A5003252084) · [11 works](https://openalex.org/works?filter=author.id:A5003252084) · [2,474 citations](https://openalex.org/works?filter=author.id:A5003252084&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jason-dunkelberger/#papers) · [🔗 Cited 214 times in our library](https://md.research.elamur.ai/free/en/authors/jason-dunkelberger/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4558](https://md.research.elamur.ai/free/en/paper-stars/page/46/#star-4558) 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=Jason+Dunkelberger) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jason+Dunkelberger) · [dblp](https://dblp.org/search?q=Jason+Dunkelberger) · [ACL Anthology](https://aclanthology.org/search/?q=Jason+Dunkelberger) ## Affiliations [🔬**Allen Institute** Seattle · United States 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/labs/allen-institute/) · [🎓**University of Pennsylvania** Philadelphia · United States 2008–2012 · 5 papers](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/) · [🔬**Allen Institute for Artificial Intelligence** Seattle · United States 2018–2023 · 3 papers](https://md.research.elamur.ai/free/en/labs/allen-institute-for-artificial-intelligence/) · [🎓**Northwestern University** Evanston · United States 2018 · 2 papers](https://md.research.elamur.ai/free/en/universities/northwestern-university/) 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 7 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/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Statistics, Probability and Uncertainty · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/statistics-probability-and-uncertainty/) · [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/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/jason-dunkelberger/year/2025/) ### 2010s [**2018** 1 paper](https://md.research.elamur.ai/free/en/authors/jason-dunkelberger/year/2018/) ## Papers The most cited first (OpenAlex and our library). 1. **[Construction of the Literature Graph in Semantic Scholar](https://md.research.elamur.ai/free/en/papers/ammar-2018-construction-literature-graph-semantic-scholar/)** *(2018 · 400 citations)* The paper describes the production pipeline behind Semantic Scholar. It turns a large, heterogeneous collection of scientific publications into a single directed property graph that machines can query. The graph has over 280M nodes covering papers, authors, entities and entity mentions. Its edges encode citations… 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… ## All works 4 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. **[Construction of the Literature Graph in Semantic Scholar](https://md.research.elamur.ai/free/en/papers/ammar-2018-construction-literature-graph-semantic-scholar/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, et al.*2018 · 400 citations* 2. **[The Semantic Scholar Open Data Platform ↗](https://arxiv.org/abs/2301.10140) arXiv (Cornell University) · no summary yet**Rodney Kinney et al.*2023 · 126 citations* 3. [**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/) 4. **[AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite ↗](https://arxiv.org/abs/2510.21652) arXiv:2510.21652 · no summary yet**Jonathan Bragg et al.*2025 · 19 citations* ## Co-authors here 12 of 14 co-authors with a page, the most papers together first. - [Ahmed Elgohary](https://md.research.elamur.ai/free/en/authors/ahmed-elgohary/) - [Aman Rangapur](https://md.research.elamur.ai/free/en/authors/aman-rangapur/) - [Chandra Bhagavatula](https://md.research.elamur.ai/free/en/authors/chandra-bhagavatula/) - [Dirk Groeneveld](https://md.research.elamur.ai/free/en/authors/dirk-groeneveld/) - [Doug Downey](https://md.research.elamur.ai/free/en/authors/doug-downey/) - [Iz Beltagy](https://md.research.elamur.ai/free/en/authors/iz-beltagy/) - [Jake Poznanski](https://md.research.elamur.ai/free/en/authors/jake-poznanski/) - [Jon Borchardt](https://md.research.elamur.ai/free/en/authors/jon-borchardt/) - [Kyle Lo](https://md.research.elamur.ai/free/en/authors/kyle-lo/) - [Luca Soldaini](https://md.research.elamur.ai/free/en/authors/luca-soldaini/) - [Rodney Kinney](https://md.research.elamur.ai/free/en/authors/rodney-kinney/) - [Sebastian Kohlmeier](https://md.research.elamur.ai/free/en/authors/sebastian-kohlmeier/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2018](https://md.research.elamur.ai/free/en/venues/naacl/2018/) ## Cited by Papers of our library cite their works 214 times (of the 149,439 papers whose bibliographies we read); [52 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jason-dunkelberger/cited-by/). Updated 2 November 2026