🧑‍🔬 Xiaoyan Zhu

🏛️ Affiliations

🎓Xi'an Jiaotong UniversityXi'an · China2009–2026 · 69 paperscurrent🎓Second Military Medical UniversityShanghai · China2026 · 2 paperscurrent🎓Tsinghua UniversityBeijing · China2002–2023 · 105 papers🔬State Key Laboratory of Intelligent Technology and SystemsBeijing2002–2023 · 45 papers🔬Beijing National Research Center for Information Science and TechnologyBeijing · China2018–2023 · 27 papers🔬Viện Trí tuệ nhân tạoHanoi · Vietnam2019–2023 · 9 papers🎓Xidian UniversityXi'an · China2014–2024 · 3 papers🎓Jiangnan UniversityWuxi · China2007–2021 · 3 papers🎓Capital Normal UniversityBeijing · China2013–2020 · 3 papers🎓Delta College of Science and TechnologyKhartoum2021 · 2 papers

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.

📅 Works by year

2020s

2010s

📄 Papers

The most cited first (OpenAlex and our library).

1. Attention-based LSTM for Aspect-level Sentiment Classification (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 (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 (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 ClassificationYequan Wang, Minlie Huang, Xiaoyan Zhu, et al.Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2,619 citations
2. CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue DatasetQi Zhu, Kaili Huang, Zheng Zhang, et al.Transactions of the Association for Computational Linguistics (TACL) · 146 citations
3. JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs · original ↗ · no summary yet · Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021Pei Ke et al.2021 · 131 citations
4. On the Safety of Conversational Models: Taxonomy, Dataset, and BenchmarkHao Sun, Guangxuan Xu, Jiawen Deng, et al.Findings of the Association for Computational Linguistics · 102 citations
5. CPM-2: Large-scale Cost-effective Pre-trained Language Models · original ↗ · no summary yet · arXiv:2106.10715Zhengyan Zhang et al.2021 · 102 citations
6. NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer · original ↗ · no summary yet · Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021Fei Huang et al.2021 · 26 citations

🤝 Co-authors here

8 co-authors with a page, the most papers together first.

• Minlie Huang ×3
• Chujie Zheng
• Hao Sun
• Hao Zhou
• Jiale Cheng
• Nanyun Peng
• Yequan Wang
• 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… ×2
• Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2016
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2022
• Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (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 →.

Updated 24 October 2026

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