--- title: "Hayley Ross — author profile and papers — Elamur Research" description: "Hayley Ross: 2 papers on Elamur Research (2021–2025), h-index 3 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/hayley-ross/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/hayley-ross/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Hayley Ross # Hayley Ross Hayley Ross has 2 papers in our library, in 2021–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Ameya Sunil Mahabaleshwarkar](https://md.research.elamur.ai/free/en/authors/ameya-sunil-mahabaleshwarkar/), [Amir Pouran Ben Veyseh](https://md.research.elamur.ai/free/en/authors/amir-pouran-ben-veyseh/), [Bonan Min](https://md.research.elamur.ai/free/en/authors/bonan-min/). 2 papers in our library · 2021–2025 [OpenAlex](https://openalex.org/A5084743219) · [ORCID](https://orcid.org/0000-0003-2288-3847) · [Wikidata](https://www.wikidata.org/wiki/Q130803181) · [**h-index 3**](https://openalex.org/authors/A5084743219) · [14 works](https://openalex.org/works?filter=author.id:A5084743219) · [1,391 citations](https://openalex.org/works?filter=author.id:A5084743219&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/hayley-ross/#papers) · [🔗 Cited 220 times in our library](https://md.research.elamur.ai/free/en/authors/hayley-ross/cited-by/) · [⭐ Paper Stars ranking: #1793](https://md.research.elamur.ai/free/en/paper-stars/page/18/#star-1793) 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=Hayley+Ross) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Hayley+Ross) · [dblp](https://dblp.org/search?q=Hayley+Ross) · [ACL Anthology](https://aclanthology.org/search/?q=Hayley+Ross) ## Affiliations [🎓**Harvard University** Cambridge · United States 2020–2025 · 12 papersEducation since 2020 · PhD in LinguisticsEmployment](https://md.research.elamur.ai/free/en/universities/harvard-university/) · [🎓**Brandeis University** Waltham · United States 2018–2020Education 2018–2020 · Master's in Computational Linguistics](https://md.research.elamur.ai/free/en/universities/brandeis-university/) · [🎓**University of Oxford** Oxford · United Kingdom 2011–2015Education 2011–2015 · Master's in Mathematics](https://md.research.elamur.ai/free/en/universities/university-of-oxford/) 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 4 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/) 🧭 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/hayley-ross/year/2025/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/hayley-ross/year/2021/) ## Papers The most cited first (OpenAlex and our library). 1. **[Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey](https://md.research.elamur.ai/free/en/papers/min-2021-recent-advances-natural-language-processing/)** *(2021 · 1,556 citations)* This survey describes how large pre-trained transformer language models (PLMs) such as BERT, GPT, BART and T5 have changed NLP. 2. **[When2Call: When (not) to Call Tools](https://md.research.elamur.ai/free/en/papers/ross-2025-when2call-when-not-call-tools/)** *(2025 · 11 citations)* Most tool-use benchmarks for language models test whether the right function is invoked with the right arguments. They rarely check whether a call should happen at all. When2Call targets this decision. Each item is framed as a four-way multiple-choice problem: ## Co-authors here 9 co-authors with a page, the most papers together first. - [Ameya Sunil Mahabaleshwarkar](https://md.research.elamur.ai/free/en/authors/ameya-sunil-mahabaleshwarkar/) - [Amir Pouran Ben Veyseh](https://md.research.elamur.ai/free/en/authors/amir-pouran-ben-veyseh/) - [Bonan Min](https://md.research.elamur.ai/free/en/authors/bonan-min/) - [Dan Roth](https://md.research.elamur.ai/free/en/authors/dan-roth/) - [Elior Sulem](https://md.research.elamur.ai/free/en/authors/elior-sulem/) - [Eneko Agirre](https://md.research.elamur.ai/free/en/authors/eneko-agirre/) - [Oscar Sainz](https://md.research.elamur.ai/free/en/authors/oscar-sainz/) - [Thien Huu Nguyen](https://md.research.elamur.ai/free/en/authors/thien-huu-nguyen/) - [Yoshi Suhara](https://md.research.elamur.ai/free/en/authors/yoshi-suhara/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [ACM Computing Surveys](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/): [ACM Computing Surveys 2021](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2021/) - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2025](https://md.research.elamur.ai/free/en/venues/naacl/2025/) ## Cited by Papers of our library cite their works 220 times (of the 149,439 papers whose bibliographies we read); [33 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/hayley-ross/cited-by/). Updated 30 October 2026