--- title: "Yi Dong · University of Liverpool — author profile and papers" description: "Yi Dong, University of Liverpool: 2 papers on Elamur Research (2024–2026), h-index 16 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/yi-dong/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yi-dong/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yi Dong # Yi Dong Yi Dong has 2 papers in our library, in 2024–2026, 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 [Aidan Swope](https://md.research.elamur.ai/free/en/authors/aidan-swope/), [Jiaqi Zeng](https://md.research.elamur.ai/free/en/authors/jiaqi-zeng/), [Makesh Narsimhan Sreedhar](https://md.research.elamur.ai/free/en/authors/makesh-narsimhan-sreedhar/). 2 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5100650289) · [ORCID](https://orcid.org/0000-0003-3047-7777) · [**h-index 16**](https://openalex.org/authors/A5100650289) · [104 works](https://openalex.org/works?filter=author.id:A5100650289) · [1,193 citations](https://openalex.org/works?filter=author.id:A5100650289&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/yi-dong/#papers) · [🔗 Cited 167 times in our library](https://md.research.elamur.ai/free/en/authors/yi-dong/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7279](https://md.research.elamur.ai/free/en/paper-stars/page/73/#star-7279) 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=Yi+Dong) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yi+Dong) · [dblp](https://dblp.org/search?q=Yi+Dong) · [ACL Anthology](https://aclanthology.org/search/?q=Yi+Dong) ## Affiliations [🎓**University of Liverpool** Liverpool · United Kingdom 2021–2026 · 47 papersEmployment 2021–2023 · Research Associate, Computer ScienceEmployment since 2024 · Lecturer, Computer Science*current*](https://md.research.elamur.ai/free/en/universities/university-of-liverpool/) · [🎓**University of Southampton** Southampton · United Kingdom 2024–2025 · 5 papersEmployment until 2024](https://md.research.elamur.ai/free/en/universities/university-of-southampton/) · [🎓**University of Manchester** Manchester · United Kingdom 2017–2022 · 5 papersEmployment 2017–2020 · Teaching Assistant, Electrical and Electronic EngineeringEmployment since 2022 · Academic Visitor, Computer Science](https://md.research.elamur.ai/free/en/universities/university-of-manchester/) · [🏢**Nvidia** Reading · United Kingdom 2025 · 2 papers](https://md.research.elamur.ai/free/en/companies/nvidia-united-kingdom/) · [🏢**Nvidia** Santa Clara · United States 2025 · 2 papers](https://md.research.elamur.ai/free/en/companies/nvidia/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 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 5 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 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 [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/yi-dong/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/yi-dong/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM](https://md.research.elamur.ai/free/en/papers/wang-2024-helpsteer-multi-attribute-helpfulness-dataset/)** *(2024 · 72 citations)* Open helpfulness preference datasets usually give only an overall rating or a pairwise ranking. They do not say why one answer is better, so trained models can pick up shallow cues, such as preferring longer replies whether or not they are useful. The NVIDIA team built HelpSteer to address this. It is a… 2. **[Chain-of-Thought as a Lens: Evaluating Structured Reasoning Alignment between Human Preferences and Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2026-chain-thought-as-lens-evaluating/)** *(2026 · 1 citation)* Checking only final answers reveals little about whether an LLM's chain of thought is coherent or follows human-like logic. ## All works 4 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. **[A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation ↗](https://arxiv.org/abs/2305.11391) arXiv:2305.11391 · no summary yet**Xiaowei Huang et al.*2023 · 199 citations* 2. **[HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM](https://md.research.elamur.ai/free/en/papers/wang-2024-helpsteer-multi-attribute-helpfulness-dataset/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Zhilin Wang, Yi Dong, Jiaqi Zeng, et al.*2024 · 72 citations* 3. **[ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models ↗](https://arxiv.org/abs/2505.24864) arXiv:2505.24864 · no summary yet**Mingjie Liu et al.*2025 · 58 citations* 4. **[Chain-of-Thought as a Lens: Evaluating Structured Reasoning Alignment between Human Preferences and Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2026-chain-thought-as-lens-evaluating/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Boxuan Wang, Zhuoyun Li, Xinmiao Huang, et al.*2026 · 1 citation* ## Co-authors here 6 co-authors with a page, the most papers together first. - [Aidan Swope](https://md.research.elamur.ai/free/en/authors/aidan-swope/) - [Jiaqi Zeng](https://md.research.elamur.ai/free/en/authors/jiaqi-zeng/) - [Makesh Narsimhan Sreedhar](https://md.research.elamur.ai/free/en/authors/makesh-narsimhan-sreedhar/) - [Neel Kant](https://md.research.elamur.ai/free/en/authors/neel-kant/) - [Virginia Adams](https://md.research.elamur.ai/free/en/authors/virginia-adams/) - [Zhilin Wang](https://md.research.elamur.ai/free/en/authors/zhilin-wang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2024](https://md.research.elamur.ai/free/en/venues/naacl/2024/) ## Cited by Papers of our library cite their works 167 times (of the 149,439 papers whose bibliographies we read); [41 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yi-dong/cited-by/). Updated 31 October 2026