--- title: "Nathan Roll — author profile and papers — Elamur Research" description: "Nathan Roll, Center for Applied Linguistics: 2 papers on Elamur Research (2026), h-index 3 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/nathan-roll/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/nathan-roll/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Nathan Roll # Nathan Roll Nathan Roll has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Cory Shain](https://md.research.elamur.ai/free/en/authors/cory-shain/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5027004405) · [ORCID](https://orcid.org/0000-0003-2943-5684) · [**h-index 3**](https://openalex.org/authors/A5027004405) · [21 works](https://openalex.org/works?filter=author.id:A5027004405) · [95 citations](https://openalex.org/works?filter=author.id:A5027004405&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/nathan-roll/#papers) · [🔗 Cited 6 times in our library](https://md.research.elamur.ai/free/en/authors/nathan-roll/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #11633](https://md.research.elamur.ai/free/en/paper-stars/page/117/#star-11633) 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=Nathan+Roll) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Nathan+Roll) · [dblp](https://dblp.org/search?q=Nathan+Roll) · [ACL Anthology](https://aclanthology.org/search/?q=Nathan+Roll) ## Affiliations [🎓**Stanford University** Stanford · United States 2025–2026 · 10 papers*current*](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🤝**Center for Applied Linguistics** Washington · United States 2026 · 1 paper*current*](https://ror.org/020pekv35) · [🎓**University of California, Santa Barbara** Santa Barbara · United States 2023–2024 · 4 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-barbara/) 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 9 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/) · [Psychology · 2 works](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Social Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/social-psychology/) · [Cognitive Neuroscience · 1 work](https://md.research.elamur.ai/free/en/shelves/neuroscience/cognitive-neuroscience/) · [Developmental and Educational Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/developmental-and-educational-psychology/) · [Neuroscience · 1 work](https://md.research.elamur.ai/free/en/shelves/neuroscience/) 🧭 Topics 2 Research subjects and languages the work is about.[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** 2 papers](https://md.research.elamur.ai/free/en/authors/nathan-roll/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Team Aurevia at CLPsych 2026: Local Healthcare NLP for Schema-Constrained Self-State Modeling](https://md.research.elamur.ai/free/en/papers/roll-2026-team-aurevia-clpsych-2026-local/)** *(2026 · 1 citation)* This paper presents Team Aurevia's entry to the CLPsych 2026 Shared Task. The task asks systems to track how self-states shift across social-media timelines using the MIND framework, which uses Affect, Behavior, Cognition and Desire categories (each adaptive or maladaptive) rather than diagnostic labels. The subtasks… 2. **[The Text Aphasia Battery (TAB): A Clinically-Grounded Benchmark for Aphasia-Like Deficits in Language Models](https://md.research.elamur.ai/free/en/papers/roll-2026-text-aphasia-battery-tab-clinically/)** *(2026)* Clinical aphasia tests assume a human patient who can see pictures, hear speech, gesture and reflect on their own performance. ## All works 5 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. **[In-Context Learning Boosts Speech Recognition via Human-like Adaptation to Speakers and Language Varieties ↗](https://aclanthology.org/2025.emnlp-main.219/) Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yet**Nathan Roll et al.*2025 · 6 citations* 2. **[The Roots of Performance Disparity in Multilingual Language Models: Intrinsic Modeling Difficulty or Design Choices? ↗](https://arxiv.org/abs/2601.07220) arXiv (Cornell University) · no summary yet**Chen Shani et al.*2026 · 2 citations* 3. **[Team Aurevia at CLPsych 2026: Local Healthcare NLP for Schema-Constrained Self-State Modeling](https://md.research.elamur.ai/free/en/papers/roll-2026-team-aurevia-clpsych-2026-local/) [Workshop on Computational Linguistics and Clinical Psychology](https://md.research.elamur.ai/free/en/venues/clpsych/)**Nathan Roll, Irene Yi, Sufian Aldogom, et al.*2026 · 1 citation* 4. **[The Text Aphasia Battery (TAB): A Clinically-Grounded Benchmark for Aphasia-Like Deficits in Language Models](https://md.research.elamur.ai/free/en/papers/roll-2026-text-aphasia-battery-tab-clinically/) [Workshop on Computational Linguistics and Clinical Psychology](https://md.research.elamur.ai/free/en/venues/clpsych/)**Nathan Roll, Jill Kries, Flora Jin, et al.*2026* 5. **[Categorize Early, Integrate Late: Divergent Processing Strategies in Automatic Speech Recognition ↗](https://arxiv.org/abs/2601.06972) arXiv (Cornell University) · no summary yet**Nathan Roll et al.*2026* ## Co-authors here 1 co-author with a page, the most papers together first. - [Cory Shain](https://md.research.elamur.ai/free/en/authors/cory-shain/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Workshop on Computational Linguistics and Clinical Psychology](https://md.research.elamur.ai/free/en/venues/clpsych/) ×2: [Workshop on Computational Linguistics and Clinical Psychology 2026](https://md.research.elamur.ai/free/en/venues/clpsych/2026/) ×2 - Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing ## Cited by Papers of our library cite their works 6 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/nathan-roll/cited-by/). Updated 1 November 2026