--- title: "Yang Nan — author profile and papers · Named entity recognition" description: "Yang Nan: 2 papers on Elamur Research (2025) — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/yang-nan/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yang-nan/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yang Nan # Yang Nan Yang Nan has 2 papers in our library, in 2025, most of them on [Named entity recognition](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Junjie Ye](https://md.research.elamur.ai/free/en/authors/junjie-ye/), [Tao Gui](https://md.research.elamur.ai/free/en/authors/tao-gui/), [Xiao Wang](https://md.research.elamur.ai/free/en/authors/xiao-wang/). 2 papers in our library · 2025 No OpenAlex profile matched yet. [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/yang-nan/#papers) · [🔗 Cited 17 times in our library](https://md.research.elamur.ai/free/en/authors/yang-nan/cited-by/) · [⭐ Paper Stars ranking: #8961](https://md.research.elamur.ai/free/en/paper-stars/page/90/#star-8961) 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=Yang+Nan) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yang+Nan) · [dblp](https://dblp.org/search?q=Yang+Nan) · [ACL Anthology](https://aclanthology.org/search/?q=Yang+Nan) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 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/) 🧭 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/) · [Named entity recognition · 1 work](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/yang-nan/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/yang-2025-beyond-boundaries-learning-universal-entity/)** *(2025 · 11 citations)* Open NER requires a model to find entities of any requested type in text from any domain, and even strong LLMs such as GPT-4 perform poorly at it. 2. **[Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric](https://md.research.elamur.ai/free/en/papers/yang-2025-measuring-data-diversity-instruction-tuning/)** *(2025 · 11 citations)* Diversity is widely seen as a key property of instruction-tuning (IT) data, yet there is no agreed way to quantify it. ## Co-authors here 8 co-authors with a page, the most papers together first. - [Junjie Ye](https://md.research.elamur.ai/free/en/authors/junjie-ye/) ×2 - [Tao Gui](https://md.research.elamur.ai/free/en/authors/tao-gui/) ×2 - [Xiao Wang](https://md.research.elamur.ai/free/en/authors/xiao-wang/) ×2 - [Yuming Yang](https://md.research.elamur.ai/free/en/authors/yuming-yang/) ×2 - [Caishuang Huang](https://md.research.elamur.ai/free/en/authors/caishuang-huang/) - [Qi Zhang](https://md.research.elamur.ai/free/en/authors/qi-zhang/) - [Shihan Dou](https://md.research.elamur.ai/free/en/authors/shihan-dou/) - [Xuanjing Huang](https://md.research.elamur.ai/free/en/authors/xuanjing-huang/) ## 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 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/): [COLING 2025](https://md.research.elamur.ai/free/en/venues/coling/2025/) ## Cited by Papers of our library cite their works 17 times (of the 149,439 papers whose bibliographies we read); [4 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yang-nan/cited-by/). Updated 31 October 2026