--- title: "Tiancheng Hu — author profile and papers — Elamur Research" description: "Tiancheng Hu, University of Cambridge: 3 papers on Elamur Research (2024–2026), h-index 7 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/tiancheng-hu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/tiancheng-hu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Tiancheng Hu # Tiancheng Hu Tiancheng Hu has 3 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/), [Low-resource languages](https://md.research.elamur.ai/free/en/topics/low-resource-languages/); often with [Nigel Collier](https://md.research.elamur.ai/free/en/authors/nigel-collier/), [Caiqi Zhang](https://md.research.elamur.ai/free/en/authors/caiqi-zhang/), [Chengzu Li](https://md.research.elamur.ai/free/en/authors/chengzu-li/). 3 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5006591088) · [ORCID](https://orcid.org/0009-0006-7354-1088) · [**h-index 7**](https://openalex.org/authors/A5006591088) · [22 works](https://openalex.org/works?filter=author.id:A5006591088) · [242 citations](https://openalex.org/works?filter=author.id:A5006591088&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/tiancheng-hu/#papers) · [🔗 Cited 93 times in our library](https://md.research.elamur.ai/free/en/authors/tiancheng-hu/cited-by/) · [⭐ Paper Stars ranking: #7281](https://md.research.elamur.ai/free/en/paper-stars/page/73/#star-7281) 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=Tiancheng+Hu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Tiancheng+Hu) · [dblp](https://dblp.org/search?q=Tiancheng+Hu) · [ACL Anthology](https://aclanthology.org/search/?q=Tiancheng+Hu) ## Affiliations [🎓**University of Cambridge** Cambridge · United Kingdom 2023–2026 · 37 papersEducation*current*](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/) · [🎓**ETH Zurich** Zurich · Switzerland 2021–2023 · 8 papers](https://md.research.elamur.ai/free/en/universities/eth-zurich/) · [🎓**Ludwig-Maximilians-Universität München** Munich · Germany 2026 · 3 papers](https://md.research.elamur.ai/free/en/universities/ludwig-maximilians-universitat-munchen/) · [🎓**University of Helsinki** Helsinki · Finland 2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-helsinki/) 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 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 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/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Low-resource languages · 1 work](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) · [Machine translation · 1 work](https://md.research.elamur.ai/free/en/topics/machine-translation/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/tiancheng-hu/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/tiancheng-hu/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/tiancheng-hu/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Quantifying the Persona Effect in LLM Simulations](https://md.research.elamur.ai/free/en/papers/hu-2024-quantifying-persona-effect-llm-simulations/)** *(2024 · 116 citations)* The paper asks how much demographic, social, attitudinal and behavioral "persona" information actually helps LLMs reproduce how different people judge subjective content. 2. **[Scaling Low-Resource MT via Synthetic Data Generation with LLMs](https://md.research.elamur.ai/free/en/papers/gibert-2025-scaling-low-resource-mt-synthetic/)** *(2025 · 15 citations)* Most of the world's languages lack enough human-translated parallel text to train strong machine translation systems. 3. **[Confidence Estimation for LLMs in Multi-turn Interactions](https://md.research.elamur.ai/free/en/papers/zhang-2026-confidence-estimation-llms-multi-turn/)** *(2026 · 7 citations)* Most work on LLM confidence estimation looks at single questions answered once. This paper studies a different case: multi-turn dialogue, where useful information arrives over several turns. The authors argue that a good confidence signal in this setting must do two things. It should be calibrated at each turn, and… ## Co-authors here 12 co-authors with a page, the most papers together first. - [Nigel Collier](https://md.research.elamur.ai/free/en/authors/nigel-collier/) ×2 - [Caiqi Zhang](https://md.research.elamur.ai/free/en/authors/caiqi-zhang/) - [Chengzu Li](https://md.research.elamur.ai/free/en/authors/chengzu-li/) - [Deqing Yang](https://md.research.elamur.ai/free/en/authors/deqing-yang/) - [Jörg Tiedemann](https://md.research.elamur.ai/free/en/authors/jorg-tiedemann/) - [Joseph Attieh](https://md.research.elamur.ai/free/en/authors/joseph-attieh/) - [Mikko Aulamo](https://md.research.elamur.ai/free/en/authors/mikko-aulamo/) - [Ona de Gibert](https://md.research.elamur.ai/free/en/authors/ona-de-gibert/) - [Raúl Vázquez](https://md.research.elamur.ai/free/en/authors/raul-vazquez/) - [Ruihan Yang](https://md.research.elamur.ai/free/en/authors/ruihan-yang/) - [Xiaochen Zhu](https://md.research.elamur.ai/free/en/authors/xiaochen-zhu/) - [Zihao Li](https://md.research.elamur.ai/free/en/authors/zihao-li/) ## 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 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) - [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/) ## Cited by Papers of our library cite their works 93 times (of the 149,439 papers whose bibliographies we read); [28 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/tiancheng-hu/cited-by/). Updated 1 November 2026