--- title: "Ming Liu — author profile and papers · Question answering" description: "Ming Liu, Shanghai Lixin University of Accounting and Finance: 2 papers on Elamur Research (2020–2025), h-index 27 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/ming-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ming-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ming Liu # Ming Liu Ming Liu has 2 papers in our library, in 2020–2025, most of them on [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/), [Discourse analysis](https://md.research.elamur.ai/free/en/topics/discourse-analysis/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Bing Qin](https://md.research.elamur.ai/free/en/authors/bing-qin/), [Jiaqi Li](https://md.research.elamur.ai/free/en/authors/jiaqi-li/), [Min-Yen Kan](https://md.research.elamur.ai/free/en/authors/min-yen-kan/). 2 papers in our library · 2020–2025 [OpenAlex](https://openalex.org/A5100347838) · [ORCID](https://orcid.org/0000-0003-4256-6531) · [**h-index 27**](https://openalex.org/authors/A5100347838) · [118 works](https://openalex.org/works?filter=author.id:A5100347838) · [2,420 citations](https://openalex.org/works?filter=author.id:A5100347838&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/ming-liu/#papers) · [🔗 Cited 70 times in our library](https://md.research.elamur.ai/free/en/authors/ming-liu/cited-by/) · [⭐ Paper Stars ranking: #4831](https://md.research.elamur.ai/free/en/paper-stars/page/49/#star-4831) 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=Ming+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ming+Liu) · [dblp](https://dblp.org/search?q=Ming+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Ming+Liu) ## Affiliations [🎓**Shanghai Lixin University of Accounting and Finance** Shanghai · China 2023–2026 · 2 papers*current*](https://ror.org/02g81yf77) · [🎓**Southwest University** Chongqing · China 2014–2025 · 38 papers](https://ror.org/01kj4z117) · [🎓**Harbin Institute of Technology** Harbin · China 2016–2025 · 9 papers](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🔬**Peng Cheng Laboratory** Shenzhen · China 2020–2025 · 7 papers](https://md.research.elamur.ai/free/en/labs/peng-cheng-laboratory/) · [🎓**University of Technology Sydney** Sydney · Australia 2019–2021 · 5 papers](https://md.research.elamur.ai/free/en/universities/university-of-technology-sydney/) · [🎓**The University of Sydney** Sydney · Australia 2011–2014 · 5 papers](https://md.research.elamur.ai/free/en/universities/the-university-of-sydney/) · [🎓**Deakin University** Burwood · Australia 2020–2024 · 4 papers](https://md.research.elamur.ai/free/en/universities/deakin-university/) · [🎓**Macao Polytechnic University** Macao · China 2010–2024 · 4 papers](https://ror.org/02sf5td35) · [🎓**Michigan State University** East Lansing · United States 2008–2011 · 3 papers](https://md.research.elamur.ai/free/en/universities/michigan-state-university/) · [🎓**Nanjing University of Science and Technology** Nanjing · China 2019–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/nanjing-university-of-science-and-technology/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 26 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 4 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/) 🧭 Topics 5 Research subjects and languages the work is about.[Question answering · 2 works](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Discourse analysis · 1 work](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Knowledge graphs & ontologies · 1 work](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Ontology engineering · 1 work](https://md.research.elamur.ai/free/en/concepts/ontology-engineering/) ## Works by year ### 2020s [**2025** 1 paper Ming Liu's papers of 2025](https://md.research.elamur.ai/free/en/papers/liu-2025-ontology-guided-reverse-thinking-makes/) · [**2020** 1 paper Ming Liu's papers of 2020](https://md.research.elamur.ai/free/en/papers/li-2020-molweni-challenge-multiparty-dialogues-based/) ## Papers The most cited first (OpenAlex and our library). 1. **[Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure](https://md.research.elamur.ai/free/en/papers/li-2020-molweni-challenge-multiparty-dialogues-based/)** *(2020 · 141 citations)* Most machine reading comprehension (MRC) benchmarks use well-edited prose. Multiparty chat is different: consecutive messages often do not connect, and replies can target turns far back in the conversation. Earlier dialog MRC sets were either small (FriendsQA) or mostly two-party (DREAM), and none of them annotated… 2. **[Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering](https://md.research.elamur.ai/free/en/papers/liu-2025-ontology-guided-reverse-thinking-makes/)** *(2025 · 15 citations)* Approaches that couple large language models with knowledge graphs for question answering (KGQA) typically locate relevant facts through entity embeddings and graph search. ## Co-authors here 7 co-authors with a page, the most papers together first. - [Bing Qin](https://md.research.elamur.ai/free/en/authors/bing-qin/) ×2 - [Jiaqi Li](https://md.research.elamur.ai/free/en/authors/jiaqi-li/) ×2 - [Min-Yen Kan](https://md.research.elamur.ai/free/en/authors/min-yen-kan/) - [Shijin Wang](https://md.research.elamur.ai/free/en/authors/shijin-wang/) - [Ting Liu](https://md.research.elamur.ai/free/en/authors/ting-liu/) - [Wenqiang Lei](https://md.research.elamur.ai/free/en/authors/wenqiang-lei/) - [Zekun Wang](https://md.research.elamur.ai/free/en/authors/zekun-wang/) ## 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 2020](https://md.research.elamur.ai/free/en/venues/coling/2020/) ## Cited by Papers of our library cite their works 70 times (of the 141,840 papers whose bibliographies we read); [13 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/ming-liu/cited-by/). Updated 24 October 2026