--- title: "Jiarui Liu — author profile and papers — Elamur Research" description: "Jiarui Liu, Beijing Forestry University: 6 papers on Elamur Research (2024–2026), h-index 3 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/jiarui-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jiarui-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jiarui Liu # Jiarui Liu Jiarui Liu has 6 papers in our library, in 2024–2026, 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 [Mona Diab](https://md.research.elamur.ai/free/en/authors/mona-diab/), [Zhijing Jin](https://md.research.elamur.ai/free/en/authors/zhijing-jin/), [Maarten Sap](https://md.research.elamur.ai/free/en/authors/maarten-sap/). 6 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5042386588) · [ORCID](https://orcid.org/0009-0008-2090-5145) · [**h-index 3**](https://openalex.org/authors/A5042386588) · [9 works](https://openalex.org/works?filter=author.id:A5042386588) · [34 citations](https://openalex.org/works?filter=author.id:A5042386588&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 6 works in our library](https://md.research.elamur.ai/free/en/authors/jiarui-liu/#papers) · [🔗 Cited 59 times in our library](https://md.research.elamur.ai/free/en/authors/jiarui-liu/cited-by/) · [⭐ Paper Stars ranking: #7234](https://md.research.elamur.ai/free/en/paper-stars/page/73/#star-7234) 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=Jiarui+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jiarui+Liu) · [dblp](https://dblp.org/search?q=Jiarui+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Jiarui+Liu) ## Affiliations [🎓**Beijing Forestry University** Beijing · China 2026 · 1 paper*current*](https://ror.org/04xv2pc41) · [🎓**Università della Svizzera italiana** Lugano · Switzerland 2023–2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/universita-della-svizzera-italiana/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 15 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 5 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Cognitive Neuroscience · 2 works](https://md.research.elamur.ai/free/en/shelves/neuroscience/cognitive-neuroscience/) · [Neuroscience · 2 works](https://md.research.elamur.ai/free/en/shelves/neuroscience/) · [Safety Research · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Clinical Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/clinical-psychology/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Information Systems and Management · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/information-systems-and-management/) · [History and Philosophy of Science · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/history-and-philosophy-of-science/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](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** 3 papers](https://md.research.elamur.ai/free/en/authors/jiarui-liu/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/jiarui-liu/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/jiarui-liu/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data](https://md.research.elamur.ai/free/en/papers/li-2025-big5-chat-shaping-llm-personalities/)** *(2025 · 42 citations)* Earlier attempts to give LLMs a Big Five personality mostly rely on prompts that describe typical behaviours. 2. **[Language Model Alignment in Multilingual Trolley Problems](https://md.research.elamur.ai/free/en/papers/jin-2024-language-model-alignment-multilingual-trolley/)** *(2024 · 23 citations)* Most moral-alignment benchmarks for LLMs are English-only and reflect mainly US respondents, so it is unclear whether models' moral choices match the preferences of speakers of other languages. 3. **[Synthetic Socratic Debates: Examining Persona Effects on Moral Decision and Persuasion Dynamics](https://md.research.elamur.ai/free/en/papers/liu-2025-synthetic-socratic-debates-examining-persona/)** *(2025 · 9 citations)* LLMs are often given personas and asked for advice on moral questions, yet earlier studies usually varied a single trait or relied on artificial dilemmas. 4. **[PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers in Overleaf](https://md.research.elamur.ai/free/en/papers/liu-2026-papermentor-human-centered-multi-agent/)** *(2026 · 1 citation)* Early-career AI researchers often lack experienced mentors who can critique their drafts. Existing tools only partly fill that gap: grammar checkers fix individual sentences, and automated reviewers mostly assign quality judgments. PaperMentor is an open-source assistant that posts mentor-style feedback as inline… 5. **[CORE: Measuring Multi-Agent LLM Interaction Quality under Game-Theoretic Pressures](https://md.research.elamur.ai/free/en/papers/pandey-2026-core-measuring-multi-agent-llm/)** *(2026)* Studies of LLM agents in game-theoretic settings usually focus on strategy or task success. They rarely measure how varied or degenerate the agents' language becomes. This paper proposes CORE (Conversational Robustness Evaluation), a single score in [0, 1] for the linguistic health of multi-agent dialogs that needs… 6. **[Taming Object Hallucinations with Verified Atomic Confidence Estimation](https://md.research.elamur.ai/free/en/papers/liu-2026-taming-object-hallucinations-verified-atomic/)** *(2026)* Multimodal LLMs often describe objects, properties or relations that are not in the image. They are also easily swayed by small changes in how a question is worded. The authors propose TACO, a training-free pipeline that has the model check its own answers, with no external detectors or captioners. TACO works in four… ## Co-authors here 12 of 23 co-authors with a page, the most papers together first. - [Mona Diab](https://md.research.elamur.ai/free/en/authors/mona-diab/) ×3 - [Zhijing Jin](https://md.research.elamur.ai/free/en/authors/zhijing-jin/) ×3 - [Maarten Sap](https://md.research.elamur.ai/free/en/authors/maarten-sap/) ×2 - [Punya Syon Pandey](https://md.research.elamur.ai/free/en/authors/punya-syon-pandey/) ×2 - [Andy Liu](https://md.research.elamur.ai/free/en/authors/andy-liu/) - [Bernhard Scholkopf](https://md.research.elamur.ai/free/en/authors/bernhard-scholkopf/) - [Dominik Glandorf](https://md.research.elamur.ai/free/en/authors/dominik-glandorf/) - [Francesco Ortu](https://md.research.elamur.ai/free/en/authors/francesco-ortu/) - [Lindia Tjuatja](https://md.research.elamur.ai/free/en/authors/lindia-tjuatja/) - [Mrinmaya Sachan](https://md.research.elamur.ai/free/en/authors/mrinmaya-sachan/) - [Rada Mihalcea](https://md.research.elamur.ai/free/en/authors/rada-mihalcea/) - [Ryan Faulkner](https://md.research.elamur.ai/free/en/authors/ryan-faulkner/) ## 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/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/) ×2: [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) ×2 - [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/) ## Cited by Papers of our library cite their works 59 times (of the 149,439 papers whose bibliographies we read); [12 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jiarui-liu/cited-by/). Updated 1 November 2026