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Nathan Roll

Nathan Roll has 2 papers in our library, in 2026, most of them on Language models & pretraining, Evaluation & benchmarks; often with Cory Shain.

2 papers in our library · 2026

OpenAlex · ORCID · h-index 3 · 21 works · 95 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 6 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #11633

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Stanford UniversityStanford · United States2025–2026 · 10 paperscurrent🤝Center for Applied LinguisticsWashington · United States2026 · 1 papercurrent🎓University of California, Santa BarbaraSanta Barbara · United States2023–2024 · 4 papers

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 9The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksPsychology · 2 worksSocial Psychology · 1 workCognitive Neuroscience · 1 workDevelopmental and Educational Psychology · 1 workNeuroscience · 1 work

🧭 Topics 2Research subjects and languages the work is about.Evaluation & benchmarks · 1 workLanguage models & pretraining · 1 work

 Works by year

2020s

20262 papers

 Papers

The most cited first (OpenAlex and our library).

  1. Team Aurevia at CLPsych 2026: Local Healthcare NLP for Schema-Constrained Self-State Modeling (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 (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 ↗Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yetNathan Roll et al.2025 · 6 citations
  2. The Roots of Performance Disparity in Multilingual Language Models: Intrinsic Modeling Difficulty or Design Choices? ↗arXiv (Cornell University) · no summary yetChen Shani et al.2026 · 2 citations
  3. Team Aurevia at CLPsych 2026: Local Healthcare NLP for Schema-Constrained Self-State ModelingWorkshop on Computational Linguistics and Clinical PsychologyNathan 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 ModelsWorkshop on Computational Linguistics and Clinical PsychologyNathan Roll, Jill Kries, Flora Jin, et al.2026
  5. Categorize Early, Integrate Late: Divergent Processing Strategies in Automatic Speech Recognition ↗arXiv (Cornell University) · no summary yetNathan Roll et al.2026

 Co-authors here

1 co-author with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/nathan-roll/