--- title: "Jesse Dodge — author profile and papers — Elamur Research" description: "Jesse Dodge: 2 papers on Elamur Research (2019–2020), h-index 26 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/jesse-dodge/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jesse-dodge/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jesse Dodge # Jesse Dodge Jesse Dodge has 2 papers in our library, in 2019–2020; often with [Noah A. Smith](https://md.research.elamur.ai/free/en/authors/noah-a-smith/), [Roy Schwartz](https://md.research.elamur.ai/free/en/authors/roy-schwartz/), [Gabriel Stanovsky](https://md.research.elamur.ai/free/en/authors/gabriel-stanovsky/). 2 papers in our library · 2019–2020 [OpenAlex](https://openalex.org/A5008013895) · [**h-index 26**](https://openalex.org/authors/A5008013895) · [111 works](https://openalex.org/works?filter=author.id:A5008013895) · [6,839 citations](https://openalex.org/works?filter=author.id:A5008013895&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jesse-dodge/#papers) · [🔗 Cited 620 times in our library](https://md.research.elamur.ai/free/en/authors/jesse-dodge/cited-by/) · [6 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3161](https://md.research.elamur.ai/free/en/paper-stars/page/32/#star-3161) 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=Jesse+Dodge) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jesse+Dodge) · [dblp](https://dblp.org/search?q=Jesse+Dodge) · [ACL Anthology](https://aclanthology.org/search/?q=Jesse+Dodge) ## Affiliations [🔬**Allen Institute for Artificial Intelligence** Seattle · United States 2019–2025 · 36 papers](https://md.research.elamur.ai/free/en/labs/allen-institute-for-artificial-intelligence/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 2014–2025 · 15 papers](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**University of Washington** Seattle · United States 2013–2025 · 11 papers](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🎓**University of California, Berkeley** Berkeley · United States 2022–2025 · 5 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/) · [🎓**Stanford University** Stanford · United States 2021–2025 · 4 papers](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🎓**Yale University** New Haven · United States 2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/yale-university/) · [🎓**Hebrew University of Jerusalem** Jerusalem · Israel 2021 · 2 papers](https://md.research.elamur.ai/free/en/universities/hebrew-university-of-jerusalem/) · [🎓**University of California, Irvine** Irvine · United States 2021 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-irvine/) · [🏢**Meta** Menlo Park · United States 2015–2016 · 2 papers](https://md.research.elamur.ai/free/en/companies/meta/) 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. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 10 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Electrical and Electronic Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/electrical-and-electronic-engineering/) · [Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/) · [Hardware and Architecture · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/hardware-and-architecture/) · [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/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) ## Works by year ### 2020s [**2020** 1 paper The Right Tool for the Job: Matching Model and Instance Complexities](https://md.research.elamur.ai/free/en/papers/schwartz-2020-right-tool-job-matching-model/) ### 2010s [**2019** 1 paper Green AI](https://md.research.elamur.ai/free/en/papers/schwartz-2019-green-ai/) ## Papers The most cited first (OpenAlex and our library). 1. **[Green AI](https://md.research.elamur.ai/free/en/papers/schwartz-2019-green-ai/)** *(2019 · 370 citations)* This position paper looks at the rapidly growing computational demands of deep learning research. Citing an estimate that the compute used to train landmark models grew roughly 300,000-fold between 2012 and 2018, the authors argue that chasing leaderboard accuracy by spending ever more compute has environmental costs… 2. **[The Right Tool for the Job: Matching Model and Instance Complexities](https://md.research.elamur.ai/free/en/papers/schwartz-2020-right-tool-job-matching-model/)** *(2020 · 194 citations)* Running large pretrained encoders such as BERT-large in production is costly, because every incoming instance pays the full inference price. ## All works 8 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. [**Green AI**Roy Schwartz, Jesse Dodge, Noah A. Smith, et al.*arXiv:1907.10597 · 370 citations*](https://md.research.elamur.ai/free/en/papers/schwartz-2019-green-ai/) 2. **[The Right Tool for the Job: Matching Model and Instance Complexities](https://md.research.elamur.ai/free/en/papers/schwartz-2020-right-tool-job-matching-model/)**Roy Schwartz, Gabriel Stanovsky, Swabha Swayamdipta, et al.*[Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) · 194 citations* 3. **[Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems](https://arxiv.org/abs/1511.06931) · original ↗ · no summary yet · arXiv:1511.06931**Jesse Dodge et al.*2015 · 109 citations* 4. **[What's In My Big Data?](https://arxiv.org/abs/2310.20707) · original ↗ · no summary yet · arXiv:2310.20707**Yanai Elazar et al.*2023 · 85 citations* 5. **[Paloma: A Benchmark for Evaluating Language Model Fit](https://arxiv.org/abs/2312.10523) · original ↗ · no summary yet · arXiv:2312.10523**Ian Magnusson et al.*2023 · 35 citations* 6. **[AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters](https://aclanthology.org/2024.acl-long.400/) · original ↗ · no summary yet · Proceedings of the 62nd Annual Meeting of the Association for Computational…**Li Lucy et al.*2024 · 14 citations* 7. **[Findings of the WMT'22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages](https://aclanthology.org/2022.wmt-1.72/) · original ↗ · no summary yet · Proceedings of the Seventh Conference on Machine Translation (WMT)**David Ifeoluwa Adelani et al.*2022 · 13 citations* 8. **[SciArena: An Open Evaluation Platform for Non-Verifiable Scientific Literature-Grounded Tasks](https://arxiv.org/abs/2507.01001) · original ↗ · no summary yet · arXiv:2507.01001**Yilun Zhao et al.*2025 · 10 citations* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Noah A. Smith](https://md.research.elamur.ai/free/en/authors/noah-a-smith/) ×2 - [Roy Schwartz](https://md.research.elamur.ai/free/en/authors/roy-schwartz/) ×2 - [Gabriel Stanovsky](https://md.research.elamur.ai/free/en/authors/gabriel-stanovsky/) - [Oren Etzioni](https://md.research.elamur.ai/free/en/authors/oren-etzioni/) - [Swabha Swayamdipta](https://md.research.elamur.ai/free/en/authors/swabha-swayamdipta/) ## 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/) ×2: [ACL 2020](https://md.research.elamur.ai/free/en/venues/acl/2020/) - [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/) - Proceedings of the Seventh Conference on Machine… ## Cited by Papers of our library cite their works 620 times (of the 141,840 papers whose bibliographies we read); [46 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jesse-dodge/cited-by/). Updated 24 October 2026