--- title: "Yantao Liu · Jiaying University — author profile and papers" description: "Yantao Liu, Jiaying University: 4 papers on Elamur Research (2024–2026), h-index 5 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/yantao-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yantao-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yantao Liu # Yantao Liu Yantao Liu has 4 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information extraction](https://md.research.elamur.ai/free/en/topics/information-extraction/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Tianyi Tang](https://md.research.elamur.ai/free/en/authors/tianyi-tang/), [Yuxin Zuo](https://md.research.elamur.ai/free/en/authors/yuxin-zuo/), [Yuxuan Liu](https://md.research.elamur.ai/free/en/authors/yuxuan-liu/). 4 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5101477342) · [ORCID](https://orcid.org/0000-0003-1796-3113) · [**h-index 5**](https://openalex.org/authors/A5101477342) · [41 works](https://openalex.org/works?filter=author.id:A5101477342) · [110 citations](https://openalex.org/works?filter=author.id:A5101477342&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/yantao-liu/#papers) · [🔗 Cited 93 times in our library](https://md.research.elamur.ai/free/en/authors/yantao-liu/cited-by/) · [⭐ Paper Stars ranking: #6500](https://md.research.elamur.ai/free/en/paper-stars/page/65/#star-6500) 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=Yantao+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yantao+Liu) · [dblp](https://dblp.org/search?q=Yantao+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Yantao+Liu) ## Affiliations [🎓**Jiaying University** Meizhou · China 2021–2025 · 8 papers*current*](https://ror.org/018jdfk45) · [🎓**Fudan University** Shanghai · China 2024–2025 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/fudan-university/) · [🎓**Bohai University** Jinzhou · China 2010–2018 · 10 papers](https://ror.org/01kdzej58) · [🏛️**Chinese Academy of Sciences** Beijing · China 2023–2024 · 4 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Institute of Computing Technology** Beijing · China 2023–2024 · 4 papers](https://md.research.elamur.ai/free/en/labs/institute-of-computing-technology/) · [🎓**Beijing Institute of Technology** Beijing · China 2008–2009 · 4 papers](https://md.research.elamur.ai/free/en/universities/beijing-institute-of-technology/) · [🎓**University of Chinese Academy of Sciences** Beijing · China 2023–2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) · [🎓**Shandong Institute of Commerce & Technology** Jinan · China 2022 · 2 papers](https://ror.org/03xk2yz39) 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 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [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/) 🧭 Topics 3 Research subjects and languages the work is about.[Information extraction · 1 work](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [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** 2 papers](https://md.research.elamur.ai/free/en/authors/yantao-liu/year/2026/) · [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/yantao-liu/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction](https://md.research.elamur.ai/free/en/papers/li-2024-knowcoder-coding-structured-knowledge-into/)** *(2024 · 68 citations)* Universal Information Extraction (UIE) uses one model to pull entities, relations and events under many different schemas. 2. **[RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style](https://md.research.elamur.ai/free/en/papers/liu-2024-rm-bench-benchmarking-reward-models/)** *(2024 · 53 citations)* Reward models steer RLHF training and choose the best candidate output in inference-time scaling, yet existing benchmarks usually pit a strong model's answer against a weaker model's answer. 3. **[Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models](https://md.research.elamur.ai/free/en/papers/wang-2026-outcome-accuracy-is-not-enough/)** *(2026 · 3 citations)* Generative reward models (GenRMs) and LLM-as-a-Judge systems are usually trained and evaluated only on whether they pick the preferred response. 4. **[Qwen-AgentWorld: Language World Models for General Agents](https://md.research.elamur.ai/free/en/papers/zuo-2026-qwen-agentworld-language-world/)** *(2026)* LLM agent research has mostly focused on the policy, which picks actions from states. The complementary piece is a world model that predicts the next state from a state and an action, and agents working in text-based environments still lack a general one. The Qwen Team builds such a model, Qwen-AgentWorld. It… ## Co-authors here 12 of 31 co-authors with a page, the most papers together first. - [Tianyi Tang](https://md.research.elamur.ai/free/en/authors/tianyi-tang/) ×2 - [Yuxin Zuo](https://md.research.elamur.ai/free/en/authors/yuxin-zuo/) ×2 - [Yuxuan Liu](https://md.research.elamur.ai/free/en/authors/yuxuan-liu/) ×2 - [Binghai Wang](https://md.research.elamur.ai/free/en/authors/binghai-wang/) - [Chang Gao](https://md.research.elamur.ai/free/en/authors/chang-gao/) - [Chujie Zheng](https://md.research.elamur.ai/free/en/authors/chujie-zheng/) - [Fei Huang](https://md.research.elamur.ai/free/en/authors/fei-huang/) - [Jianhong Tu](https://md.research.elamur.ai/free/en/authors/jianhong-tu/) - [Juanzi Li](https://md.research.elamur.ai/free/en/authors/juanzi-li/) - [Le Yu](https://md.research.elamur.ai/free/en/authors/le-yu/) - [Lei Hou](https://md.research.elamur.ai/free/en/authors/lei-hou/) - [Li Sheng](https://md.research.elamur.ai/free/en/authors/li-sheng/) ## 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 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) ## Cited by Papers of our library cite their works 93 times (of the 149,439 papers whose bibliographies we read); [26 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yantao-liu/cited-by/). Updated 31 October 2026