--- title: "Ryan Aponte — author profile and papers — Elamur Research" description: "Ryan Aponte, Carnegie Mellon University: 2 papers on Elamur Research (2024–2025), h-index 5 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/ryan-aponte/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ryan-aponte/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ryan Aponte # Ryan Aponte Ryan Aponte has 2 papers in our library, in 2024–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Joe Barrow](https://md.research.elamur.ai/free/en/authors/joe-barrow/), [Junda Wu](https://md.research.elamur.ai/free/en/authors/junda-wu/), [Yu Xia](https://md.research.elamur.ai/free/en/authors/yu-xia/). 2 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5056828189) · [ORCID](https://orcid.org/0000-0002-5130-3752) · [**h-index 5**](https://openalex.org/authors/A5056828189) · [12 works](https://openalex.org/works?filter=author.id:A5056828189) · [76 citations](https://openalex.org/works?filter=author.id:A5056828189&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/ryan-aponte/#papers) · [🔗 Cited 35 times in our library](https://md.research.elamur.ai/free/en/authors/ryan-aponte/cited-by/) · [⭐ Paper Stars ranking: #7730](https://md.research.elamur.ai/free/en/paper-stars/page/78/#star-7730) 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=Ryan+Aponte) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ryan+Aponte) · [dblp](https://dblp.org/search?q=Ryan+Aponte) · [ACL Anthology](https://aclanthology.org/search/?q=Ryan+Aponte) ## Affiliations [🎓**Carnegie Mellon University** Pittsburgh · United States 2023–2025 · 11 papers*current*](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## 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 Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Management Science and Operations Research · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/management-science-and-operations-research/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](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/ryan-aponte/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/ryan-aponte/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[A Survey of Small Language Models](https://md.research.elamur.ai/free/en/papers/nguyen-2024-survey-small-language-models/)** *(2024 · 31 citations)* Large language models perform well but need heavy compute, memory and data, so they usually run on centralized, specialized hardware. 2. **[From Selection to Generation: A Survey of LLM-based Active Learning](https://md.research.elamur.ai/free/en/papers/xia-2025-selection-generation-survey-llm-based/)** *(2025 · 22 citations)* Active learning (AL) traditionally lowers labeling effort by picking the most useful unlabeled examples with metrics such as uncertainty or diversity. ## Co-authors here 12 of 16 co-authors with a page, the most papers together first. - [Joe Barrow](https://md.research.elamur.ai/free/en/authors/joe-barrow/) ×2 - [Junda Wu](https://md.research.elamur.ai/free/en/authors/junda-wu/) ×2 - [Yu Xia](https://md.research.elamur.ai/free/en/authors/yu-xia/) ×2 - [Branislav Kveton](https://md.research.elamur.ai/free/en/authors/branislav-kveton/) - [Chien Van Nguyen](https://md.research.elamur.ai/free/en/authors/chien-van-nguyen/) - [Franck Dernoncourt](https://md.research.elamur.ai/free/en/authors/franck-dernoncourt/) - [Hanjia Lyu](https://md.research.elamur.ai/free/en/authors/hanjia-lyu/) - [Hongjie Chen](https://md.research.elamur.ai/free/en/authors/hongjie-chen/) - [Jian Chen](https://md.research.elamur.ai/free/en/authors/jian-chen/) - [Mihir Parmar](https://md.research.elamur.ai/free/en/authors/mihir-parmar/) - [Samyadeep Basu](https://md.research.elamur.ai/free/en/authors/samyadeep-basu/) - [Subhojyoti Mukherjee](https://md.research.elamur.ai/free/en/authors/subhojyoti-mukherjee/) ## 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/) ## Cited by Papers of our library cite their works 35 times (of the 149,439 papers whose bibliographies we read); [7 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/ryan-aponte/cited-by/). Updated 31 October 2026