---
title: "Hamish Ivison — papers of 2025 — 4 papers, the most cited first"
description: "Hamish Ivison — papers of 2025: 4 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Hamish Ivison — papers of 2025 — 4 papers, the most cited first

4 papers · [all years of Hamish Ivison](https://md.research.elamur.ai/free/en/authors/hamish-ivison/#years)

- [Olmo 3 arXiv:2512.13961](https://md.research.elamur.ai/free/en/papers/ettinger-2025-olmo-3/) — Team Olmo: Allyson Ettinger, Amanda Bertsch, Bailey Kuehl, et al. · 2025 · 130 citations

**[Generalizing Verifiable Instruction Following](https://md.research.elamur.ai/free/en/papers/pyatkin-2025-generalizing-verifiable-instruction-following/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Valentina Pyatkin, Saumya Malik, Victoria Graf, et al.*2025 · 59 citations*

- [DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research arXiv:2511.19399](https://md.research.elamur.ai/free/en/papers/shao-2025-dr-tulu-reinforcement-learning-evolving/) — Rulin Shao, Akari Asai, Shannon Zejiang Shen, et al. · 2025 · 28 citations

**[TESS 2: A Large-Scale Generalist Diffusion Language Model](https://md.research.elamur.ai/free/en/papers/tae-2025-tess-2-large-scale-generalist/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jaesung Tae, Hamish Ivison, Sachin Kumar, et al.*2025 · 9 citations*