--- title: "Andrew Hojel — author profile and papers — Elamur Research" description: "Andrew Hojel: 2 papers on Elamur Research (2023–2025), h-index 1 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/andrew-hojel/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/andrew-hojel/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Andrew Hojel # Andrew Hojel Andrew Hojel has 2 papers in our library, in 2023–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Ashish Vaswani](https://md.research.elamur.ai/free/en/authors/ashish-vaswani/), [Avanika Narayan](https://md.research.elamur.ai/free/en/authors/avanika-narayan/), [Christopher Ré](https://md.research.elamur.ai/free/en/authors/christopher-re/). 2 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5120048143) · [**h-index 1**](https://openalex.org/authors/A5120048143) · [4 works](https://openalex.org/works?filter=author.id:A5120048143) · [74 citations](https://openalex.org/works?filter=author.id:A5120048143&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/andrew-hojel/#papers) · [🔗 Cited 48 times in our library](https://md.research.elamur.ai/free/en/authors/andrew-hojel/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7752](https://md.research.elamur.ai/free/en/paper-stars/page/78/#star-7752) 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=Andrew+Hojel) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Andrew+Hojel) · [dblp](https://dblp.org/search?q=Andrew+Hojel) · [ACL Anthology](https://aclanthology.org/search/?q=Andrew+Hojel) ## 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/) · [Computer Networks and Communications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-networks-and-communications/) · [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 1 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/andrew-hojel/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/andrew-hojel/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes](https://md.research.elamur.ai/free/en/papers/arora-2023-language-models-enable-simple-systems/)** *(2023 · 94 citations)* Turning messy document collections such as web pages, PDFs and plain text into queryable tables is a long-standing data-management goal. 2. **[Rethinking Reflection in Pre-Training](https://md.research.elamur.ai/free/en/papers/shah-2025-rethinking-reflection-pre-training/)** *(2025 · 15 citations)* Reasoning models are often said to acquire reflection, meaning the ability to notice and repair flaws in a line of reasoning, through reinforcement learning. ## 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. **[Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes](https://md.research.elamur.ai/free/en/papers/arora-2023-language-models-enable-simple-systems/) [Proceedings of the VLDB Endowment](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-vldb-endowment/)**Simran Arora, Brandon Yang, Sabri Eyuboglu, et al.*2023 · 94 citations* 2. [**Rethinking Reflection in Pre-Training arXiv:2504.04022**Essential AI: Darsh J Shah, Peter Rushton, Somanshu Singla, et al.*2025 · 15 citations*](https://md.research.elamur.ai/free/en/papers/shah-2025-rethinking-reflection-pre-training/) 3. **[Practical Efficiency of Muon for Pretraining ↗](https://arxiv.org/abs/2505.02222) arXiv (Cornell University) · no summary yet**Essential AI et al.*2025 · 10 citations* 4. **[Essential-Web v1.0: 24T tokens of organized web data ↗](https://arxiv.org/abs/2506.14111) arXiv · no summary yet**Essential AI et al.*2025 · 3 citations* ## Co-authors here 6 co-authors with a page, the most papers together first. - [Ashish Vaswani](https://md.research.elamur.ai/free/en/authors/ashish-vaswani/) - [Avanika Narayan](https://md.research.elamur.ai/free/en/authors/avanika-narayan/) - [Christopher Ré](https://md.research.elamur.ai/free/en/authors/christopher-re/) - [Sabri Eyuboglu](https://md.research.elamur.ai/free/en/authors/sabri-eyuboglu/) - [Simran Arora](https://md.research.elamur.ai/free/en/authors/simran-arora/) - [Somanshu Singla](https://md.research.elamur.ai/free/en/authors/somanshu-singla/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Proceedings of the VLDB Endowment](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-vldb-endowment/): [Proceedings of the VLDB Endowment 2023](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-vldb-endowment/2023/) ## Cited by Papers of our library cite their works 48 times (of the 149,439 papers whose bibliographies we read); [15 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/andrew-hojel/cited-by/). Updated 2 November 2026