--- title: "Jake M. Hofman · Microsoft — author profile and papers" description: "Jake M. Hofman, Microsoft: 2 papers on Elamur Research (2023–2025), h-index 30 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/jake-m-hofman/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jake-m-hofman/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jake M. Hofman # Jake M. Hofman Jake M. Hofman has 2 papers in our library, in 2023–2025, most of them on [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Ashton Anderson](https://md.research.elamur.ai/free/en/authors/ashton-anderson/), [Sayash Kapoor](https://md.research.elamur.ai/free/en/authors/sayash-kapoor/), [Serina Y. Chang](https://md.research.elamur.ai/free/en/authors/serina-y-chang/). 2 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5081429241) · [ORCID](https://orcid.org/0000-0002-9364-9604) · [Wikidata](https://www.wikidata.org/wiki/Q126011125) · [**h-index 30**](https://openalex.org/authors/A5081429241) · [120 works](https://openalex.org/works?filter=author.id:A5081429241) · [9,016 citations](https://openalex.org/works?filter=author.id:A5081429241&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jake-m-hofman/#papers) · [🔗 Cited 38 times in our library](https://md.research.elamur.ai/free/en/authors/jake-m-hofman/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10580](https://md.research.elamur.ai/free/en/paper-stars/page/106/#star-10580) 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+M.+Hofman) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jake+M.+Hofman) · [dblp](https://dblp.org/search?q=Jake+M.+Hofman) · [ACL Anthology](https://aclanthology.org/search/?q=Jake+M.+Hofman) ## Affiliations [🏢**Microsoft Research New York City** New York · United States 2013–2026 · 29 papers*current*](https://md.research.elamur.ai/free/en/companies/microsoft-research-new-york-city/) · [🏢**Microsoft** Redmond · United States 2016–2026 · 22 papers*current*](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**Columbia University** New York · United States 2006–2009 · 8 papers](https://md.research.elamur.ai/free/en/universities/columbia-university/) · [🏢**Yahoo** Sunnyvale · United States 2009–2021 · 7 papers](https://md.research.elamur.ai/free/en/companies/yahoo/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Information Systems and Management · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/information-systems-and-management/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 1 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/jake-m-hofman/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/jake-m-hofman/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[REFORMS: Reporting Standards for Machine Learning Based Science](https://md.research.elamur.ai/free/en/papers/kapoor-2023-reforms-reporting-standards-machine/)** *(2023 · 19 citations)* Machine learning is spreading quickly across scientific disciplines, and so are problems with validity, reproducibility, and generalizability. 2. **[ChatBench: From Static Benchmarks to Human-AI Evaluation](https://md.research.elamur.ai/free/en/papers/chang-2025-chatbench-static-benchmarks-human-ai/)** *(2025 · 9 citations)* Benchmarks such as MMLU test LLMs in isolation, but people use chatbots through open-ended dialogue. This paper asks whether "AI-alone" scores reflect how well a person does when working with a model. The authors turned MMLU questions into conversations. Prolific workers received a question, answered it on their own… ## All works 6 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. **[Integrating explanation and prediction in computational social science ↗](https://doi.org/10.1038/s41586-021-03659-0) Nature · no summary yet**Jake M. Hofman et al.*2021 · 370 citations* 2. **[Scalable recommendation with hierarchical Poisson factorization ↗](https://openalex.org/W2403286959) no summary yet**Prem Gopalan, Jake M. Hofman, David M. Blei*2015 · 199 citations* 3. **[Scalable Recommendation with Poisson Factorization ↗](https://arxiv.org/abs/1311.1704) arXiv (Cornell University) · no summary yet**Prem Gopalan, Jake M. Hofman, David M. Blei*2013 · 111 citations* 4. [**REFORMS: Reporting Standards for Machine Learning Based Science arXiv:2308.07832**Sayash Kapoor, Emily Cantrell, Kenny Peng, et al.*2023 · 19 citations*](https://md.research.elamur.ai/free/en/papers/kapoor-2023-reforms-reporting-standards-machine/) 5. **[ChatBench: From Static Benchmarks to Human-AI Evaluation](https://md.research.elamur.ai/free/en/papers/chang-2025-chatbench-static-benchmarks-human-ai/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Serina Chang, Ashton Anderson, Jake M. Hofman*2025 · 9 citations* 6. **[Scalable recommendation with Poisson factorization,” arXiv:1311.1704 ↗](https://openalex.org/W7100401531) no summary yet**Prem Gopalan, Jake M. Hofman, David M. Blei*2013 · 1 citation* ## Co-authors here 3 co-authors with a page, the most papers together first. - [Ashton Anderson](https://md.research.elamur.ai/free/en/authors/ashton-anderson/) - [Sayash Kapoor](https://md.research.elamur.ai/free/en/authors/sayash-kapoor/) - [Serina Y. Chang](https://md.research.elamur.ai/free/en/authors/serina-y-chang/) ## 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 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - Nature ## Cited by Papers of our library cite their works 38 times (of the 149,439 papers whose bibliographies we read); [4 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jake-m-hofman/cited-by/). Updated 3 November 2026