--- title: "Joseph Gatto · Dartmouth College — author profile and papers" description: "Joseph Gatto, Dartmouth College: 2 papers on Elamur Research (2023–2026), h-index 5 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/joseph-gatto/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/joseph-gatto/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Joseph Gatto # Joseph Gatto Joseph Gatto has 2 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Sarah Masud Preum](https://md.research.elamur.ai/free/en/authors/sarah-masud-preum/), [Parker Seegmiller](https://md.research.elamur.ai/free/en/authors/parker-seegmiller/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5086918380) · [ORCID](https://orcid.org/0000-0001-7013-2445) · [**h-index 5**](https://openalex.org/authors/A5086918380) · [31 works](https://openalex.org/works?filter=author.id:A5086918380) · [70 citations](https://openalex.org/works?filter=author.id:A5086918380&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/joseph-gatto/#papers) · [🔗 Cited 12 times in our library](https://md.research.elamur.ai/free/en/authors/joseph-gatto/cited-by/) · [⭐ Paper Stars ranking: #8586](https://md.research.elamur.ai/free/en/paper-stars/page/86/#star-8586) 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=Joseph+Gatto) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Joseph+Gatto) · [dblp](https://dblp.org/search?q=Joseph+Gatto) · [ACL Anthology](https://aclanthology.org/search/?q=Joseph+Gatto) ## Affiliations [🎓**Dartmouth College** Hanover · United States 2022–2026 · 25 papers*current*](https://md.research.elamur.ai/free/en/universities/dartmouth-college/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[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/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) 🧭 Topics 4 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/joseph-gatto/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/joseph-gatto/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Chain-of-Thought Embeddings for Stance Detection on Social Media](https://md.research.elamur.ai/free/en/papers/gatto-2023-chain-thought-embeddings-stance-detection/)** *(2023 · 28 citations)* Social media posts often express stance indirectly, through slang, allusions, or emerging events that an LLM with a fixed knowledge cut-off may not grasp. 2. **[How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting](https://md.research.elamur.ai/free/en/papers/seegmiller-2026-how-much-would-clinician-edit/)** *(2026)* Clinicians are increasingly asked to review LLM-generated drafts of replies to patient portal messages. The authors ask whether such drafts actually reduce their workload or just shift effort into editing. With 13 primary care physicians and nurses, they built a taxonomy of what good clinician replies contain: 8… ## Co-authors here 2 co-authors with a page, the most papers together first. - [Sarah Masud Preum](https://md.research.elamur.ai/free/en/authors/sarah-masud-preum/) ×2 - [Parker Seegmiller](https://md.research.elamur.ai/free/en/authors/parker-seegmiller/) ## 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 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2023](https://md.research.elamur.ai/free/en/venues/findings/2023/) ## Cited by Papers of our library cite their works 12 times (of the 149,439 papers whose bibliographies we read); [2 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/joseph-gatto/cited-by/). Updated 1 November 2026