--- title: "Zitao Liu · Nanchang University — author profile and papers" description: "Zitao Liu, Nanchang University: 2 papers on Elamur Research (2020–2022), h-index 33 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/zitao-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zitao-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zitao Liu # Zitao Liu Zitao Liu has 2 papers in our library, in 2020–2022, most of them on [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/), [Grammatical error correction & learner language](https://md.research.elamur.ai/free/en/topics/grammatical-error-correction/); often with [Hui Liu](https://md.research.elamur.ai/free/en/authors/hui-liu/), [Jiahao Chen](https://md.research.elamur.ai/free/en/authors/jiahao-chen/). 2 papers in our library · 2020–2022 [OpenAlex](https://openalex.org/A5014957271) · [ORCID](https://orcid.org/0000-0003-0491-307X) · [Wikidata](https://www.wikidata.org/wiki/Q130804393) · [**h-index 33**](https://openalex.org/authors/A5014957271) · [230 works](https://openalex.org/works?filter=author.id:A5014957271) · [5,316 citations](https://openalex.org/works?filter=author.id:A5014957271&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/zitao-liu/#papers) · [🔗 Cited 73 times in our library](https://md.research.elamur.ai/free/en/authors/zitao-liu/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4937](https://md.research.elamur.ai/free/en/paper-stars/page/50/#star-4937) 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=Zitao+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zitao+Liu) · [dblp](https://dblp.org/search?q=Zitao+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Zitao+Liu) ## Affiliations [🎓**Jinan University** Guangzhou · China 2022–2026 · 75 papers*current*](https://ror.org/02xe5ns62) · [🏥**Second Affiliated Hospital of Nanchang University** Nanchang · China 2019–2026 · 26 papers*current*](https://ror.org/01nxv5c88) · [🎓**Nanchang University** Nanchang · China 2020–2026 · 7 papers*current*](https://ror.org/042v6xz23) · [🎓**Wenzhou Medical University** Wenzhou · China 2026 · 3 papers*current*](https://ror.org/00rd5t069) · [🏥**Affiliated Eye Hospital of Wenzhou Medical College** Wenzhou · China 2026 · 2 papers*current*](https://ror.org/000sxmx78) · [🎓**Harbin Institute of Technology** Harbin · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🏥**New Hope Fertility Center** New York · United States 2016–2025 · 12 papers](https://ror.org/00ehy3272) · [🎓**University of Pittsburgh** Pittsburgh · United States 2012–2016 · 11 papers](https://md.research.elamur.ai/free/en/universities/university-of-pittsburgh/) · [🏥**Guangdong Provincial Hospital of Chinese Medicine** Guangzhou · China 2021–2025 · 4 papers](https://ror.org/01gb3y148) · [🎓**Guangzhou University of Chinese Medicine** Guangzhou · China 2021–2025 · 4 papers](https://ror.org/03qb7bg95) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 25 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 · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [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/) · [Developmental and Educational Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/developmental-and-educational-psychology/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) 🧭 Topics 4 Research subjects and languages the work is about.[Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [English · 1 work](https://md.research.elamur.ai/free/en/topics/english/) · [Grammatical error correction & learner language · 1 work](https://md.research.elamur.ai/free/en/topics/grammatical-error-correction/) ## Works by year ### 2020s [**2022** 1 paper Zitao Liu's papers of 2022](https://md.research.elamur.ai/free/en/papers/liu-2022-sc-ques-sentence-completion-question/) · [**2020** 1 paper Zitao Liu's papers of 2020](https://md.research.elamur.ai/free/en/papers/liu-2020-does-gender-matter-fairness-dialogue/) ## Papers The most cited first (OpenAlex and our library). 1. **[Does Gender Matter? Towards Fairness in Dialogue Systems](https://md.research.elamur.ai/free/en/papers/liu-2020-does-gender-matter-fairness-dialogue/)** *(2020 · 132 citations)* Dialogue systems learn from real human conversations, so they can pick up social prejudices. Their fairness had received little systematic study. The authors examine whether popular dialogue models treat genders (male vs. female) and races differently, with race represented as standard English vs. African American… 2. **[SC-Ques: A Sentence Completion Question Dataset for English as a Second Language Learners](https://md.research.elamur.ai/free/en/papers/liu-2022-sc-ques-sentence-completion-question/)** *(2022 · 1 citation)* Sentence completion (SC) items give a sentence with one or more gaps and three to five candidate fillers. They are a staple of English as a Second Language (ESL) exams. Existing public SC collections, such as the MSR SC dataset, hold only a few thousand items and use a fixed gap and option format. That makes them too… ## All works 4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Does Gender Matter? Towards Fairness in Dialogue Systems](https://md.research.elamur.ai/free/en/papers/liu-2020-does-gender-matter-fairness-dialogue/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Haochen Liu, Jamell Dacon, Wenqi Fan, et al.*2020 · 132 citations* 2. **[What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning ↗](https://arxiv.org/abs/2412.15904) arXiv:2412.15904 · no summary yet**Yiran Ma et al.*2024 · 15 citations* 3. **[Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages ↗](https://arxiv.org/abs/2501.14002) arXiv:2501.14002 · no summary yet**Zui Chen et al.*2025 · 9 citations* 4. **[SC-Ques: A Sentence Completion Question Dataset for English as a Second Language Learners](https://md.research.elamur.ai/free/en/papers/liu-2022-sc-ques-sentence-completion-question/) [Lecture notes in computer science](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/)**Qiongqiong Liu, Yaying Huang, Zitao Liu, et al.*2022 · 1 citation* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Hui Liu](https://md.research.elamur.ai/free/en/authors/hui-liu/) - [Jiahao Chen](https://md.research.elamur.ai/free/en/authors/jiahao-chen/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/): [COLING 2020](https://md.research.elamur.ai/free/en/venues/coling/2020/) - [Lecture notes in computer science](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/): [Lecture notes in computer science 2022](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/2022/) ## Cited by Papers of our library cite their works 73 times (of the 141,840 papers whose bibliographies we read); [19 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/zitao-liu/cited-by/). Updated 24 October 2026