--- title: "Xin Zhou · Fudan University — author profile and papers" description: "Xin Zhou, Fudan University: 3 papers on Elamur Research (2020–2022), h-index 19 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/xin-zhou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xin-zhou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xin Zhou # Xin Zhou Xin Zhou has 3 papers in our library, in 2020–2022, most of them on [Named entity recognition](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/); often with [Qi Zhang](https://md.research.elamur.ai/free/en/authors/qi-zhang/), [Tao Gui](https://md.research.elamur.ai/free/en/authors/tao-gui/), [Jason Baldridge](https://md.research.elamur.ai/free/en/authors/jason-baldridge/). 3 papers in our library · 2020–2022 [OpenAlex](https://openalex.org/A5100709810) · [ORCID](https://orcid.org/0000-0003-0231-2895) · [**h-index 19**](https://openalex.org/authors/A5100709810) · [65 works](https://openalex.org/works?filter=author.id:A5100709810) · [1,348 citations](https://openalex.org/works?filter=author.id:A5100709810&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/xin-zhou/#papers) · [🔗 Cited 191 times in our library](https://md.research.elamur.ai/free/en/authors/xin-zhou/cited-by/) · [⭐ Paper Stars ranking: #3528](https://md.research.elamur.ai/free/en/paper-stars/page/36/#star-3528) 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+Zhou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xin+Zhou) · [dblp](https://dblp.org/search?q=Xin+Zhou) · [ACL Anthology](https://aclanthology.org/search/?q=Xin+Zhou) ## Affiliations [🎓**Fudan University** Shanghai · China 2021–2025 · 7 papers*current*](https://md.research.elamur.ai/free/en/universities/fudan-university/) · [🏢**Guizhou Power Grid Co., Ltd.** Guiyang · China 2025 · 2 papers*current*](https://ror.org/04n5vvh78) · [🎓**Shandong University** Jinan · China 2009–2021 · 4 papers](https://md.research.elamur.ai/free/en/universities/shandong-university/) · [🏢**Baidu** Beijing · China 2021–2024 · 3 papers](https://md.research.elamur.ai/free/en/companies/baidu/) · [🎓**University of Houston** Houston · United States 2020–2023 · 3 papers](https://md.research.elamur.ai/free/en/universities/university-of-houston/) · [🎓**Fujian Agriculture and Forestry University** Fuzhou · China 2023 · 2 papers](https://ror.org/04kx2sy84) · [🎓**Jiangsu University** Zhenjiang · China 2022 · 2 papers](https://ror.org/03jc41j30) · [🏢**Alibaba Group** Hangzhou · China 2017–2020 · 2 papers](https://md.research.elamur.ai/free/en/companies/alibaba-group/) · [🏢**State Grid Corporation of China** Beijing · China 2017–2018 · 2 papers](https://ror.org/05twwhs70) · [🎓**Xidian University** Xi'an · China 2016–2018 · 2 papers](https://md.research.elamur.ai/free/en/universities/xidian-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 12 more institutions on single bylines are not listed. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 5 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/) 🧭 Topics 2 Research subjects and languages the work is about.[Named entity recognition · 1 work](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) ## Works by year ### 2020s [**2022** 1 paper Template-free Prompt Tuning for Few-shot NER](https://md.research.elamur.ai/free/en/papers/ma-2022-template-free-prompt-tuning-few/) · [**2021** 1 paper TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing](https://md.research.elamur.ai/free/en/papers/wang-2021-textflint-unified-multilingual-robustness-evaluation/) · [**2020** 1 paper Mapping Natural Language Instructions to Mobile UI Action Sequences](https://md.research.elamur.ai/free/en/papers/li-2020-mapping-natural-language-instructions-mobile/) ## Papers The most cited first (OpenAlex and our library). 1. **[Template-free Prompt Tuning for Few-shot NER](https://md.research.elamur.ai/free/en/papers/ma-2022-template-free-prompt-tuning-few/)** *(2022 · 181 citations)* Prompt-based learning works well for few-shot sentence classification, but it fits token-level tasks like NER poorly. 2. **[TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing](https://md.research.elamur.ai/free/en/papers/wang-2021-textflint-unified-multilingual-robustness-evaluation/)** *(2021 · 146 citations)* NLP models with high accuracy often break when their inputs are slightly altered. Earlier robustness tools usually test either generic perturbations or task-specific ones, which makes a complete assessment hard. TextFlint addresses this with one open-source framework for English and Chinese. It combines four kinds of… 3. **[Mapping Natural Language Instructions to Mobile UI Action Sequences](https://md.research.elamur.ai/free/en/papers/li-2020-mapping-natural-language-instructions-mobile/)** *(2020 · 130 citations)* The paper introduces a new grounding task: converting a multi-step English instruction, such as a help-page recipe for changing Wi-Fi settings, into actions that can be executed directly on an Android touchscreen. ## Co-authors here 12 co-authors with a page, the most papers together first. - [Qi Zhang](https://md.research.elamur.ai/free/en/authors/qi-zhang/) ×2 - [Tao Gui](https://md.research.elamur.ai/free/en/authors/tao-gui/) ×2 - [Jason Baldridge](https://md.research.elamur.ai/free/en/authors/jason-baldridge/) - [Jiacheng Ye](https://md.research.elamur.ai/free/en/authors/jiacheng-ye/) - [Linyang Li](https://md.research.elamur.ai/free/en/authors/linyang-li/) - [Qin Liu](https://md.research.elamur.ai/free/en/authors/qin-liu/) - [Rui Zheng](https://md.research.elamur.ai/free/en/authors/rui-zheng/) - [Ruotian Ma](https://md.research.elamur.ai/free/en/authors/ruotian-ma/) - [Xiao Wang](https://md.research.elamur.ai/free/en/authors/xiao-wang/) - [Xuanjing Huang](https://md.research.elamur.ai/free/en/authors/xuanjing-huang/) - [Yang Li](https://md.research.elamur.ai/free/en/authors/yang-li/) - [Yuan Zhang](https://md.research.elamur.ai/free/en/authors/yuan-zhang/) ## 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 2021](https://md.research.elamur.ai/free/en/venues/acl/2021/), [ACL 2020](https://md.research.elamur.ai/free/en/venues/acl/2020/) - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2022](https://md.research.elamur.ai/free/en/venues/naacl/2022/) ## Cited by Papers of our library cite their works 191 times (of the 141,840 papers whose bibliographies we read); [10 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xin-zhou/cited-by/). Updated 24 October 2026