--- title: "Dandan Huang — author profile and papers · Question answering" description: "Dandan Huang, Second Affiliated Hospital of Zhejiang University: 2 papers on Elamur Research (2020), h-index 36 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/dandan-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/dandan-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Dandan Huang # Dandan Huang Dandan Huang has 2 papers in our library, in 2020, most of them on [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/), [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Leyang Cui](https://md.research.elamur.ai/free/en/authors/leyang-cui/), [Yue Zhang](https://md.research.elamur.ai/free/en/authors/yue-zhang/), [Guangsheng Bao](https://md.research.elamur.ai/free/en/authors/guangsheng-bao/). 2 papers in our library · 2020 [OpenAlex](https://openalex.org/A5110313350) · [ORCID](https://orcid.org/0000-0003-2878-7469) · [Wikidata](https://www.wikidata.org/wiki/Q88726259) · [**h-index 36**](https://openalex.org/authors/A5110313350) · [162 works](https://openalex.org/works?filter=author.id:A5110313350) · [3,951 citations](https://openalex.org/works?filter=author.id:A5110313350&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/dandan-huang/#papers) · [🔗 Cited 426 times in our library](https://md.research.elamur.ai/free/en/authors/dandan-huang/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3232](https://md.research.elamur.ai/free/en/paper-stars/page/33/#star-3232) 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=Dandan+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Dandan+Huang) · [dblp](https://dblp.org/search?q=Dandan+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Dandan+Huang) ## Affiliations [🎓**Zhejiang University** Hangzhou · China 2014–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/zhejiang-university/) · [🏥**Second Affiliated Hospital of Zhejiang University** Hangzhou · China 2025–2026 · 2 papers*current*](https://ror.org/059cjpv64) · [🎓**Sun Yat-sen University** Guangzhou · China 2021–2025 · 14 papers](https://md.research.elamur.ai/free/en/universities/sun-yat-sen-university/) · [🎓**Peking University** Beijing · China 2019–2025 · 12 papers](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**Dalian University of Technology** Dalian · China 2012–2013 · 10 papers](https://md.research.elamur.ai/free/en/universities/dalian-university-of-technology/) · [🔬**State Key Laboratory of Fine Chemicals** Dalian 2012–2013 · 10 papers](https://ror.org/03j33bp92) · [🎓**University of Saskatchewan** Saskatoon · Canada 2017–2023 · 8 papers](https://ror.org/010x8gc63) · [🎓**Gannan Medical University** Ganzhou · China 2020–2024 · 4 papers](https://ror.org/01tjgw469) · [🎓**Shandong Agricultural University** Tai’an · China 2022–2024 · 3 papers](https://ror.org/02ke8fw32) · [🎓**Southwest University** Chongqing · China 2024 · 3 papers](https://ror.org/01kj4z117) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 22 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 · 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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 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 3 Research subjects and languages the work is about.[Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2020** 2 papers Dandan Huang's papers of 2020](https://md.research.elamur.ai/free/en/authors/dandan-huang/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning](https://md.research.elamur.ai/free/en/papers/liu-2020-logiqa-challenge-dataset-machine-reading/)** *(2020 · 397 citations)* Reading comprehension benchmarks have grown harder by adding multi-hop evidence and commonsense knowledge, but deductive logical reasoning has received little attention in modern NLP. 2. **[What Have We Achieved on Text Summarization?](https://md.research.elamur.ai/free/en/papers/huang-2020-what-have-we-achieved-text/)** *(2020 · 143 citations)* ROUGE gains on benchmarks such as CNN/DM say little about which errors summarizers actually make. This paper addresses that gap with a detailed manual error analysis. Drawing on the Multidimensional Quality Metric (MQM) framework, the authors define PolyTope, a set of 8 error categories split between Accuracy and… ## All works 3 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. **[LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning](https://md.research.elamur.ai/free/en/papers/liu-2020-logiqa-challenge-dataset-machine-reading/) [International Joint Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/international-joint-conference-on-artificial-intelligence/)**Jian Liu, Leyang Cui, Hanmeng Liu, et al.*2020 · 397 citations* 2. **[Evaluating Commonsense in Pre-trained Language Models ↗](https://arxiv.org/abs/1911.11931) arXiv:1911.11931 · no summary yet**Xuhui Zhou et al.*2019 · 235 citations* 3. **[What Have We Achieved on Text Summarization?](https://md.research.elamur.ai/free/en/papers/huang-2020-what-have-we-achieved-text/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Dandan Huang, Leyang Cui, Sen Yang, et al.*2020 · 143 citations* ## Co-authors here 9 co-authors with a page, the most papers together first. - [Leyang Cui](https://md.research.elamur.ai/free/en/authors/leyang-cui/) ×2 - [Yue Zhang](https://md.research.elamur.ai/free/en/authors/yue-zhang/) ×2 - [Guangsheng Bao](https://md.research.elamur.ai/free/en/authors/guangsheng-bao/) - [Hanmeng Liu](https://md.research.elamur.ai/free/en/authors/hanmeng-liu/) - [Jian Liu](https://md.research.elamur.ai/free/en/authors/jian-liu/) - [Jun Xie](https://md.research.elamur.ai/free/en/authors/jun-xie/) - [Kun Wang](https://md.research.elamur.ai/free/en/authors/kun-wang/) - [Sen Yang](https://md.research.elamur.ai/free/en/authors/sen-yang/) - [Yile Wang](https://md.research.elamur.ai/free/en/authors/yile-wang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2020](https://md.research.elamur.ai/free/en/venues/emnlp/2020/) - [International Joint Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/international-joint-conference-on-artificial-intelligence/): [International Joint Conference on Artificial Intelligence 2020](https://md.research.elamur.ai/free/en/venues/international-joint-conference-on-artificial-intelligence/2020/) ## Cited by Papers of our library cite their works 426 times (of the 141,840 papers whose bibliographies we read); [38 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/dandan-huang/cited-by/). Updated 24 October 2026