--- title: "Rui Xing — author profile and papers — Elamur Research" description: "Rui Xing, The University of Melbourne: 4 papers on Elamur Research (2025–2026), h-index 3 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/rui-xing/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/rui-xing/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Rui Xing # Rui Xing Rui Xing has 4 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/); often with [Timothy Baldwin](https://md.research.elamur.ai/free/en/authors/timothy-baldwin/), [Alexander Panchenko](https://md.research.elamur.ai/free/en/authors/alexander-panchenko/), [Artem Vazhentsev](https://md.research.elamur.ai/free/en/authors/artem-vazhentsev/). 4 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5099282540) · [ORCID](https://orcid.org/0009-0001-7523-8334) · [**h-index 3**](https://openalex.org/authors/A5099282540) · [17 works](https://openalex.org/works?filter=author.id:A5099282540) · [48 citations](https://openalex.org/works?filter=author.id:A5099282540&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/rui-xing/#papers) · [🔗 Cited 70 times in our library](https://md.research.elamur.ai/free/en/authors/rui-xing/cited-by/) · [⭐ Paper Stars ranking: #7075](https://md.research.elamur.ai/free/en/paper-stars/page/71/#star-7075) 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=Rui+Xing) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Rui+Xing) · [dblp](https://dblp.org/search?q=Rui+Xing) · [ACL Anthology](https://aclanthology.org/search/?q=Rui+Xing) ## Affiliations [🎓**The University of Melbourne** Melbourne · Australia 2024–2026 · 12 papers*current*](https://md.research.elamur.ai/free/en/universities/the-university-of-melbourne/) · [🎓**Mohamed bin Zayed University of Artificial Intelligence** Abu Dhabi · United Arab Emirates 2025–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/mohamed-bin-zayed-university-of-artificial-intelligence/) · [🎓**Zewail City of Science and Technology** Cairo · Egypt 2024 · 2 papers](https://ror.org/04w5f4y88) 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 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) 🧭 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/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/rui-xing/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/rui-xing/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph](https://md.research.elamur.ai/free/en/papers/vashurin-2025-benchmarking-uncertainty-quantification-methods-large/)** *(2025 · 67 citations)* Uncertainty quantification (UQ) can help flag hallucinated or low-quality outputs of large language models. Earlier work on UQ for LLMs used incompatible methods and evaluation setups, so findings were hard to compare. 2. **[Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models](https://md.research.elamur.ai/free/en/papers/vazhentsev-2025-unconditional-truthfulness-learning-unconditional-uncertainty/)** *(2025 · 10 citations)* LLMs score each new token assuming everything generated so far is correct. If an early token is wrong, the tokens that follow can still look highly confident, so uncertainty estimates built on raw probabilities understate the risk. The authors argue that what matters is a token's unconditional chance of being… 3. **[Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI](https://md.research.elamur.ai/free/en/papers/wang-2026-is-human-like-text-liked/)** *(2026 · 5 citations)* Earlier work suggested that people can barely tell LLM output from human writing. Most of that evidence came from English text, GPT-3.5-turbo, and small samples. This paper tests whether the claim holds for newer models, other languages and expert readers, aiming to estimate the ceiling of human detection ability. 4. **[COMMUNITYNOTES: A Dataset for Exploring the Helpfulness of Fact-Checking Explanations](https://md.research.elamur.ai/free/en/papers/xing-2026-communitynotes-dataset-exploring-helpfulness-fact/)** *(2026 · 2 citations)* Platforms such as X, Meta and TikTok increasingly rely on crowd-written notes rather than professional fact-checkers to explain why a post may mislead. ## Co-authors here 12 of 22 co-authors with a page, the most papers together first. - [Timothy Baldwin](https://md.research.elamur.ai/free/en/authors/timothy-baldwin/) ×3 - [Alexander Panchenko](https://md.research.elamur.ai/free/en/authors/alexander-panchenko/) ×2 - [Artem Vazhentsev](https://md.research.elamur.ai/free/en/authors/artem-vazhentsev/) ×2 - [Ekaterina Fadeeva](https://md.research.elamur.ai/free/en/authors/ekaterina-fadeeva/) ×2 - [Preslav Nakov](https://md.research.elamur.ai/free/en/authors/preslav-nakov/) ×2 - [Abdelrahman Sadallah](https://md.research.elamur.ai/free/en/authors/abdelrahman-sadallah/) - [Artem Shelmanov](https://md.research.elamur.ai/free/en/authors/artem-shelmanov/) - [Giovanni Puccetti](https://md.research.elamur.ai/free/en/authors/giovanni-puccetti/) - [Gleb Kuzmin](https://md.research.elamur.ai/free/en/authors/gleb-kuzmin/) - [Ivan Lazichny](https://md.research.elamur.ai/free/en/authors/ivan-lazichny/) - [Jey Han Lau](https://md.research.elamur.ai/free/en/authors/jey-han-lau/) - [Jiahui Geng](https://md.research.elamur.ai/free/en/authors/jiahui-geng/) ## 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/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/): [Transactions of the Association for Computational Linguistics (TACL) 2025](https://md.research.elamur.ai/free/en/venues/tacl/2025/) ## Cited by Papers of our library cite their works 70 times (of the 149,439 papers whose bibliographies we read); [27 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/rui-xing/cited-by/). Updated 31 October 2026