--- title: "Jay DeYoung — author profile and papers" description: "Jay DeYoung, Allen Institute for Artificial Intelligence: 2 papers on Elamur Research (2019–2020), h-index 10 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/jay-deyoung/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jay-deyoung/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jay DeYoung # Jay DeYoung Jay DeYoung has 2 papers in our library, in 2019–2020, most of them on [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Byron C. Wallace](https://md.research.elamur.ai/free/en/authors/byron-c-wallace/), [Eric Lehman](https://md.research.elamur.ai/free/en/authors/eric-lehman/), [Caiming Xiong](https://md.research.elamur.ai/free/en/authors/caiming-xiong/). 2 papers in our library · 2019–2020 [OpenAlex](https://openalex.org/A5068459156) · [**h-index 10**](https://openalex.org/authors/A5068459156) · [24 works](https://openalex.org/works?filter=author.id:A5068459156) · [925 citations](https://openalex.org/works?filter=author.id:A5068459156&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jay-deyoung/#papers) · [🔗 341 citations in our library](https://md.research.elamur.ai/free/en/authors/jay-deyoung/cited-by/) · [⭐ Paper Star rank #2244](https://md.research.elamur.ai/free/en/paper-stars/page/23/#star-2244) 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=Jay+DeYoung) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jay+DeYoung) · [dblp](https://dblp.org/search?q=Jay+DeYoung) · [ACL Anthology](https://aclanthology.org/search/?q=Jay+DeYoung) ## Affiliations [🔬**Allen Institute for Artificial Intelligence** Seattle · United States 2021–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/labs/allen-institute-for-artificial-intelligence/) · [🎓**Northeastern University** Boston · United States 2019–2024 · 15 papers](https://md.research.elamur.ai/free/en/universities/northeastern-university/) · [🎓**Johns Hopkins University** Baltimore · United States 2015–2016 · 2 papers](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 6[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Biochemistry, Genetics and Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/) 🧭 Topics 1[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2020** 1 paper](https://md.research.elamur.ai/free/en/papers/deyoung-2020-eraser-benchmark-evaluate-rationalized-nlp/) ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/papers/lehman-2019-inferring-which-medical-treatments-work/) ## Papers The most cited first (OpenAlex and our library). 1. **[ERASER: A Benchmark to Evaluate Rationalized NLP Models](https://md.research.elamur.ai/free/en/papers/deyoung-2020-eraser-benchmark-evaluate-rationalized-nlp/)** *(2020 · 821 citations)* Research on interpretable NLP models has used different tasks, datasets and evaluation criteria, so methods that justify their predictions are hard to compare. 2. **[Inferring Which Medical Treatments Work from Reports of Clinical Trials](https://md.research.elamur.ai/free/en/papers/lehman-2019-inferring-which-medical-treatments-work/)** *(2019 · 159 citations)* Clinical trial results are mostly published as prose. With more than a hundred RCT reports appearing each day, evidence-synthesis groups such as Cochrane cannot keep up. The authors define a task called "evidence inference." A system receives a full-text RCT article and a prompt naming an intervention, a comparator… ## Co-authors here 7 co-authors with a page, the most papers together first. - [Byron C. Wallace](https://md.research.elamur.ai/free/en/authors/byron-c-wallace/) ×2 - [Eric Lehman](https://md.research.elamur.ai/free/en/authors/eric-lehman/) ×2 - [Caiming Xiong](https://md.research.elamur.ai/free/en/authors/caiming-xiong/) - [Nazneen Fatema Rajani](https://md.research.elamur.ai/free/en/authors/nazneen-fatema-rajani/) - [Regina Barzilay](https://md.research.elamur.ai/free/en/authors/regina-barzilay/) - [Richard Socher](https://md.research.elamur.ai/free/en/authors/richard-socher/) - [Sarthak Jain](https://md.research.elamur.ai/free/en/authors/sarthak-jain/) ## 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…](https://md.research.elamur.ai/free/en/venues/acl/): [2020](https://md.research.elamur.ai/free/en/venues/acl/2020/) - [Conference of the North American Chapter of the Association…](https://md.research.elamur.ai/free/en/venues/naacl/): [2019](https://md.research.elamur.ai/free/en/venues/naacl/2019/) ## Cited by Papers of our library cite their works 341 times (of the 141,840 papers whose bibliographies we read); [29 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jay-deyoung/cited-by/). Updated 24 October 2026