--- title: "Xin Tian — author profile and papers — Elamur Research" description: "Xin Tian, Intelligent Fusion Technology: 3 papers on Elamur Research (2019–2026), h-index 15 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/xin-tian/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xin-tian/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xin Tian # Xin Tian Xin Tian has 3 papers in our library, in 2019–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Chen Gong](https://md.research.elamur.ai/free/en/authors/chen-gong/), [Han Zhang](https://md.research.elamur.ai/free/en/authors/han-zhang/), [Hao Tian](https://md.research.elamur.ai/free/en/authors/hao-tian/). 3 papers in our library · 2019–2026 [OpenAlex](https://openalex.org/A5069884358) · [ORCID](https://orcid.org/0000-0003-3984-5505) · [**h-index 15**](https://openalex.org/authors/A5069884358) · [84 works](https://openalex.org/works?filter=author.id:A5069884358) · [1,356 citations](https://openalex.org/works?filter=author.id:A5069884358&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/xin-tian/#papers) · [🔗 Cited 271 times in our library](https://md.research.elamur.ai/free/en/authors/xin-tian/cited-by/) · [⭐ Paper Stars ranking: #2688](https://md.research.elamur.ai/free/en/paper-stars/page/27/#star-2688) 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=Xin+Tian) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xin+Tian) · [dblp](https://dblp.org/search?q=Xin+Tian) · [ACL Anthology](https://aclanthology.org/search/?q=Xin+Tian) ## Affiliations [🏢**Intelligent Fusion Technology** Germantown · United States 2012–2026 · 42 papers*current*](https://ror.org/02hjcc687) · [🎓**University of Maryland, College Park** College Park · United States 2020–2024 · 8 papers](https://md.research.elamur.ai/free/en/universities/university-of-maryland-college-park/) · [🎓**Tianjin Medical University** Tianjin · China 2005–2015 · 8 papers](https://ror.org/02mh8wx89) · [🏢**Baidu** Beijing · China 2019–2022 · 4 papers](https://md.research.elamur.ai/free/en/companies/baidu/) · [🎓**Soochow University** Suzhou · China 2019–2021 · 4 papers](https://md.research.elamur.ai/free/en/universities/soochow-university/) · [🎓**Chongqing University of Technology** Chongqing · China 2025 · 2 papers](https://ror.org/04vgbd477) · [🏢**Meta** Menlo Park · United States 2022–2024 · 2 papers](https://md.research.elamur.ai/free/en/companies/meta/) · [🎓**University of Connecticut** Storrs · United States 2012–2013 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-connecticut/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 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 6 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [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 · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/xin-tian/year/2026/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/xin-tian/year/2021/) ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/authors/xin-tian/year/2019/) ## Papers The most cited first (OpenAlex and our library). 1. **[ERNIE: Enhanced Representation through Knowledge Integration](https://md.research.elamur.ai/free/en/papers/sun-2019-ernie-enhanced-representation-through-knowledge/)** *(2019 · 962 citations)* Masked language models like BERT hide single characters or words. They can often guess the missing piece from the rest of the same name, without using what the sentence says about it. ERNIE, from Baidu, changes what is hidden. Training runs through three masking stages: random basic units (Chinese characters), then… 2. **[FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark](https://md.research.elamur.ai/free/en/papers/xu-2021-fewclue-chinese-few-shot/)** *(2021 · 54 citations)* Chinese NLP had no shared benchmark for comparing few-shot methods, so new techniques could not be measured against each other under common conditions. 3. **[SCAN: Structured Capability Assessment and Navigation for LLMs](https://md.research.elamur.ai/free/en/papers/wang-2026-scan-structured-capability-assessment-navigation/)** *(2026 · 1 citation)* Most automatic LLM benchmarks try to reproduce leaderboard orderings such as Chatbot Arena. They reveal little about where a particular model is strong or weak. SCAN (Structured Capability Assessment and Navigation) treats evaluation as a way to understand a model rather than to rank it. ## Co-authors here 12 of 16 co-authors with a page, the most papers together first. - [Chen Gong](https://md.research.elamur.ai/free/en/authors/chen-gong/) - [Han Zhang](https://md.research.elamur.ai/free/en/authors/han-zhang/) - [Hao Tian](https://md.research.elamur.ai/free/en/authors/hao-tian/) - [Hua Ren Wu](https://md.research.elamur.ai/free/en/authors/hua-ren-wu/) - [Liang Xu](https://md.research.elamur.ai/free/en/authors/liang-xu/) - [Libo Qin](https://md.research.elamur.ai/free/en/authors/libo-qin/) - [Shikun Feng](https://md.research.elamur.ai/free/en/authors/shikun-feng/) - [Shuohuan Wang](https://md.research.elamur.ai/free/en/authors/shuohuan-wang/) - [Siqi Bao](https://md.research.elamur.ai/free/en/authors/siqi-bao/) - [Tianle Gu](https://md.research.elamur.ai/free/en/authors/tianle-gu/) - [Xuanwei Zhang](https://md.research.elamur.ai/free/en/authors/xuanwei-zhang/) - [Xuyi Chen](https://md.research.elamur.ai/free/en/authors/xuyi-chen/) ## 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/) ## Cited by Papers of our library cite their works 271 times (of the 149,439 papers whose bibliographies we read); [58 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xin-tian/cited-by/). Updated 31 October 2026