--- title: "Adrian Weller — author profile and papers — Elamur Research" description: "Adrian Weller, University of Cambridge: 2 papers on Elamur Research (2023–2025), h-index 37 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/adrian-weller/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/adrian-weller/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Adrian Weller # Adrian Weller Adrian Weller has 2 papers in our library, in 2023–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Han Shi](https://md.research.elamur.ai/free/en/authors/han-shi/), [Ilia Sucholutsky](https://md.research.elamur.ai/free/en/authors/ilia-sucholutsky/), [James Tin-Yau Kwok](https://md.research.elamur.ai/free/en/authors/james-tin-yau-kwok/). 2 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5042278493) · [ORCID](https://orcid.org/0000-0003-1915-7158) · [Wikidata](https://www.wikidata.org/wiki/Q130825029) · [**h-index 37**](https://openalex.org/authors/A5042278493) · [259 works](https://openalex.org/works?filter=author.id:A5042278493) · [6,034 citations](https://openalex.org/works?filter=author.id:A5042278493&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/adrian-weller/#papers) · [🔗 Cited 1,031 times in our library](https://md.research.elamur.ai/free/en/authors/adrian-weller/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4030](https://md.research.elamur.ai/free/en/paper-stars/page/41/#star-4030) 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=Adrian+Weller) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Adrian+Weller) · [dblp](https://dblp.org/search?q=Adrian+Weller) · [ACL Anthology](https://aclanthology.org/search/?q=Adrian+Weller) ## Affiliations [🎓**University of Cambridge** Cambridge · United Kingdom 2015–2026 · 152 papersEmployment since 2015 · Principal Research Fellow, Engineering*current*](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/) · [🔬**The Alan Turing Institute** London · United Kingdom 2017–2026 · 98 papers*current*](https://md.research.elamur.ai/free/en/labs/the-alan-turing-institute/) · [🎓**Columbia University** New York · United States 2009–2024 · 9 papers](https://md.research.elamur.ai/free/en/universities/columbia-university/) · [🔬**Turing Institute** Glasgow · United Kingdom 2017–2019 · 4 papers](https://md.research.elamur.ai/free/en/labs/turing-institute/) · [🔬**Max Planck Society** Munich · Germany 2016–2017 · 4 papers](https://md.research.elamur.ai/free/en/labs/max-planck-society/) · [🏢**Google** Mountain View · United States 2020–2024 · 2 papers](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**Huazhong University of Science and Technology** Wuhan · China 2021–2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/huazhong-university-of-science-and-technology/) · [🏥**Wuhan Union Hospital** Wuhan · China 2021–2022 · 2 papers](https://ror.org/0371fqr87) · [🔬**Max Planck Institute for Software Systems** Saarbrücken · Germany 2016–2017 · 2 papers](https://md.research.elamur.ai/free/en/labs/max-planck-institute-for-software-systems/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 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/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/adrian-weller/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/adrian-weller/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models](https://md.research.elamur.ai/free/en/papers/yu-2023-metamath-bootstrap-your-own-mathematical/)** *(2023 · 565 citations)* Open-source LLMs such as LLaMA-2 lag well behind closed models on multi-step maths word problems. Fine-tuning helps, but it depends on having enough varied training questions. MetaMath addresses this by growing the GSM8K and MATH training sets from the question side as well as the answer side, producing a dataset… 2. **[On Benchmarking Human-Like Intelligence in Machines](https://md.research.elamur.ai/free/en/papers/ying-2025-benchmarking-human-like-intelligence-machines/)** *(2025 · 7 citations)* This perspective paper argues that widely used AI benchmarks cannot reliably show whether a model reasons in a human-like way. ## All works 6 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. [**MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models arXiv:2309.12284**Longhui Yu, Weisen Jiang, Han Shi, et al.*2023 · 565 citations*](https://md.research.elamur.ai/free/en/papers/yu-2023-metamath-bootstrap-your-own-mathematical/) 2. **[Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty ↗](https://doi.org/10.1145/3461702.3462571) Proceedings of the AAAI/ACM Conference on AI Ethics and Society · no summary yet**Umang Bhatt et al.*2021 · 248 citations* 3. **[Concrete Problems for Autonomous Vehicle Safety: Advantages of Bayesian Deep Learning ↗](https://doi.org/10.24963/ijcai.2017/661) International Joint Conference on Artificial Intelligence · no summary yet**Rowan McAllister et al.*2017 · 237 citations* 4. **[Evaluating and Aggregating Feature-based Model Explanations ↗](https://doi.org/10.24963/ijcai.2020/417) International Joint Conference on Artificial Intelligence · no summary yet**Umang Bhatt, Adrian Weller, José M. F. Moura*2020 · 179 citations* 5. **[PolyViT: Co-training Vision Transformers on Images, Videos and Audio ↗](https://arxiv.org/abs/2111.12993) arXiv (Cornell University) · no summary yet**Valerii Likhosherstov et al.*2021 · 10 citations* 6. **[On Benchmarking Human-Like Intelligence in Machines](https://md.research.elamur.ai/free/en/papers/ying-2025-benchmarking-human-like-intelligence-machines/) [Open Mind](https://md.research.elamur.ai/free/en/venues/open-mind/)**Lance Ying, Katherine M. Collins, Lionel Wong, et al.*2025 · 7 citations* ## Co-authors here 12 of 16 co-authors with a page, the most papers together first. - [Han Shi](https://md.research.elamur.ai/free/en/authors/han-shi/) - [Ilia Sucholutsky](https://md.research.elamur.ai/free/en/authors/ilia-sucholutsky/) - [James Tin-Yau Kwok](https://md.research.elamur.ai/free/en/authors/james-tin-yau-kwok/) - [Jincheng Yu](https://md.research.elamur.ai/free/en/authors/jincheng-yu/) - [Joshua B. Tenenbaum](https://md.research.elamur.ai/free/en/authors/joshua-b-tenenbaum/) - [Katherine M. Collins](https://md.research.elamur.ai/free/en/authors/katherine-m-collins/) - [Lionel Wong](https://md.research.elamur.ai/free/en/authors/lionel-wong/) - [Longhui Yu](https://md.research.elamur.ai/free/en/authors/longhui-yu/) - [Ryan Liu](https://md.research.elamur.ai/free/en/authors/ryan-liu/) - [Thomas L. Griffiths](https://md.research.elamur.ai/free/en/authors/thomas-l-griffiths/) - [Tianmin Shu](https://md.research.elamur.ai/free/en/authors/tianmin-shu/) - [Weisen Jiang](https://md.research.elamur.ai/free/en/authors/weisen-jiang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - International Joint Conference on Artificial Intelligence ×2 - [Open Mind](https://md.research.elamur.ai/free/en/venues/open-mind/): [Open Mind 2025](https://md.research.elamur.ai/free/en/venues/open-mind/2025/) - Proceedings of the AAAI/ACM Conference on AI Ethics and Society ## Cited by Papers of our library cite their works 1,031 times (of the 149,439 papers whose bibliographies we read); [321 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/adrian-weller/cited-by/). Updated 3 November 2026