--- title: "Xiaoyan Zhu — author profile and papers · Dialogue systems" description: "Xiaoyan Zhu, Second Military Medical University: 3 papers on Elamur Research (2016–2022), h-index 46 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/xiaoyan-zhu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xiaoyan-zhu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xiaoyan Zhu # Xiaoyan Zhu Xiaoyan Zhu has 3 papers in our library, in 2016–2022, most of them on [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/), [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Minlie Huang](https://md.research.elamur.ai/free/en/authors/minlie-huang/), [Chujie Zheng](https://md.research.elamur.ai/free/en/authors/chujie-zheng/), [Hao Sun](https://md.research.elamur.ai/free/en/authors/hao-sun/). 3 papers in our library · 2016–2022 [OpenAlex](https://openalex.org/A5100452974) · [ORCID](https://orcid.org/0000-0002-7173-7793) · [**h-index 46**](https://openalex.org/authors/A5100452974) · [228 works](https://openalex.org/works?filter=author.id:A5100452974) · [10,618 citations](https://openalex.org/works?filter=author.id:A5100452974&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/xiaoyan-zhu/#papers) · [🔗 Cited 461 times in our library](https://md.research.elamur.ai/free/en/authors/xiaoyan-zhu/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #970](https://md.research.elamur.ai/free/en/paper-stars/page/10/#star-970) 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=Xiaoyan+Zhu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xiaoyan+Zhu) · [dblp](https://dblp.org/search?q=Xiaoyan+Zhu) · [ACL Anthology](https://aclanthology.org/search/?q=Xiaoyan+Zhu) ## Affiliations [🎓**Xi'an Jiaotong University** Xi'an · China 2009–2026 · 69 papers*current*](https://md.research.elamur.ai/free/en/universities/xi-an-jiaotong-university/) · [🎓**Second Military Medical University** Shanghai · China 2026 · 2 papers*current*](https://ror.org/04tavpn47) · [🎓**Tsinghua University** Beijing · China 2002–2023 · 105 papers](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🔬**State Key Laboratory of Intelligent Technology and Systems** Beijing 2002–2023 · 45 papers](https://md.research.elamur.ai/free/en/labs/state-key-laboratory-of-intelligent-technology-and-systems/) · [🔬**Beijing National Research Center for Information Science and Technology** Beijing · China 2018–2023 · 27 papers](https://md.research.elamur.ai/free/en/labs/beijing-national-research-center-for-information-science-and-technology/) · [🔬**Viện Trí tuệ nhân tạo** Hanoi · Vietnam 2019–2023 · 9 papers](https://md.research.elamur.ai/free/en/labs/vien-tri-tue-nhan-tao/) · [🎓**Xidian University** Xi'an · China 2014–2024 · 3 papers](https://md.research.elamur.ai/free/en/universities/xidian-university/) · [🎓**Jiangnan University** Wuxi · China 2007–2021 · 3 papers](https://ror.org/04mkzax54) · [🎓**Capital Normal University** Beijing · China 2013–2020 · 3 papers](https://ror.org/005edt527) · [🎓**Delta College of Science and Technology** Khartoum 2021 · 2 papers](https://ror.org/00yga0160) 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. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Management Science and Operations Research · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/management-science-and-operations-research/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 4 Research subjects and languages the work is about.[Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Dialogue systems · 2 works](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Transformer and attention · 1 work](https://md.research.elamur.ai/free/en/concepts/transformer/) ## Works by year ### 2020s [**2022** 1 paper On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark](https://md.research.elamur.ai/free/en/papers/sun-2022-safety-conversational-models-taxonomy-dataset/) · [**2020** 1 paper CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset](https://md.research.elamur.ai/free/en/papers/zhu-2020-crosswoz-large-scale-chinese-cross/) ### 2010s [**2016** 1 paper Attention-based LSTM for Aspect-level Sentiment Classification](https://md.research.elamur.ai/free/en/papers/wang-2016-attention-based-lstm-aspect-level/) ## Papers The most cited first (OpenAlex and our library). 1. **[Attention-based LSTM for Aspect-level Sentiment Classification](https://md.research.elamur.ai/free/en/papers/wang-2016-attention-based-lstm-aspect-level/)** *(2016 · 2,619 citations)* The paper addresses aspect-level sentiment classification, where a single sentence can carry different polarities toward different aspects, for example praise for food alongside criticism of service. 2. **[CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset](https://md.research.elamur.ai/free/en/papers/zhu-2020-crosswoz-large-scale-chinese-cross/)** *(2020 · 146 citations)* Task-oriented dialogue research has relied mainly on English data. Even multi-domain corpora such as MultiWOZ link domains only through fixed constraints set in advance, and they lack user-side annotation. CrossWOZ addresses both gaps. It is the first large-scale Chinese cross-domain dialogue corpus, collected in a… 3. **[On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark](https://md.research.elamur.ai/free/en/papers/sun-2022-safety-conversational-models-taxonomy-dataset/)** *(2022 · 102 citations)* Open-domain chatbots can produce replies that look harmless in isolation but become harmful given what the user said. ## All works 6 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[Attention-based LSTM for Aspect-level Sentiment Classification](https://md.research.elamur.ai/free/en/papers/wang-2016-attention-based-lstm-aspect-level/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Yequan Wang, Minlie Huang, Xiaoyan Zhu, et al.*2016 · 2,619 citations* 2. **[CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset](https://md.research.elamur.ai/free/en/papers/zhu-2020-crosswoz-large-scale-chinese-cross/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Qi Zhu, Kaili Huang, Zheng Zhang, et al.*2020 · 146 citations* 3. **[JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs](https://aclanthology.org/2021.findings-acl.223/) Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · original ↗ · no summary yet**Pei Ke et al.*2021 · 131 citations* 4. **[On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark](https://md.research.elamur.ai/free/en/papers/sun-2022-safety-conversational-models-taxonomy-dataset/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Hao Sun, Guangxuan Xu, Jiawen Deng, et al.*2022 · 102 citations* 5. **[CPM-2: Large-scale Cost-effective Pre-trained Language Models](https://arxiv.org/abs/2106.10715) arXiv:2106.10715 · original ↗ · no summary yet**Zhengyan Zhang et al.*2021 · 102 citations* 6. **[NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer](https://aclanthology.org/2021.findings-acl.138/) Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · original ↗ · no summary yet**Fei Huang et al.*2021 · 26 citations* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Minlie Huang](https://md.research.elamur.ai/free/en/authors/minlie-huang/) ×3 - [Chujie Zheng](https://md.research.elamur.ai/free/en/authors/chujie-zheng/) - [Hao Sun](https://md.research.elamur.ai/free/en/authors/hao-sun/) - [Hao Zhou](https://md.research.elamur.ai/free/en/authors/hao-zhou/) - [Jiale Cheng](https://md.research.elamur.ai/free/en/authors/jiale-cheng/) - [Nanyun Peng](https://md.research.elamur.ai/free/en/authors/nanyun-peng/) - [Yequan Wang](https://md.research.elamur.ai/free/en/authors/yequan-wang/) - [Zheng Zhang](https://md.research.elamur.ai/free/en/authors/zheng-zhang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 ×2 - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2016](https://md.research.elamur.ai/free/en/venues/emnlp/2016/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2022](https://md.research.elamur.ai/free/en/venues/findings/2022/) - [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/): [Transactions of the Association for Computational Linguistics (TACL) 2020](https://md.research.elamur.ai/free/en/venues/tacl/2020/) ## Cited by Papers of our library cite their works 461 times (of the 141,840 papers whose bibliographies we read); [45 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xiaoyan-zhu/cited-by/). Updated 24 October 2026