--- title: "Liwei Wang · Western University — author profile and papers" description: "Liwei Wang, Western University: 2 papers on Elamur Research (2019–2023), h-index 45 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/liwei-wang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/liwei-wang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Liwei Wang # Liwei Wang Liwei Wang has 2 papers in our library, in 2019–2023, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Text generation](https://md.research.elamur.ai/free/en/topics/text-generation/); often with [Dahua Lin](https://md.research.elamur.ai/free/en/authors/dahua-lin/), [Di He](https://md.research.elamur.ai/free/en/authors/di-he/), [Jun Gao](https://md.research.elamur.ai/free/en/authors/jun-gao/). 2 papers in our library · 2019–2023 [OpenAlex](https://openalex.org/A5100406711) · [ORCID](https://orcid.org/0000-0001-9970-8604) · [Wikidata](https://www.wikidata.org/wiki/Q89653685) · [**h-index 45**](https://openalex.org/authors/A5100406711) · [379 works](https://openalex.org/works?filter=author.id:A5100406711) · [9,454 citations](https://openalex.org/works?filter=author.id:A5100406711&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/liwei-wang/#papers) · [🔗 Cited 256 times in our library](https://md.research.elamur.ai/free/en/authors/liwei-wang/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5761](https://md.research.elamur.ai/free/en/paper-stars/page/58/#star-5761) 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=Liwei+Wang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Liwei+Wang) · [dblp](https://dblp.org/search?q=Liwei+Wang) · [ACL Anthology](https://aclanthology.org/search/?q=Liwei+Wang) ## Affiliations [🎓**The University of Texas Health Science Center at Houston** Houston · United States 2023–2026 · 11 papers*current*](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-health-science-center-at-houston/) · [🏥**Beijing Tian Tan Hospital** Beijing · China 2025–2026 · 2 papers*current*](https://ror.org/003regz62) · [🎓**Capital Medical University** Beijing · China 2025–2026 · 2 papers*current*](https://ror.org/013xs5b60) · [🎓**Northeast Agricultural University** Harbin · China 2023–2026 · 2 papers*current*](https://ror.org/0515nd386) · [🎓**Western University** London · Canada 2025–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/western-university/) · [🎓**Peking University** Beijing · China 2005–2025 · 81 papers](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🔬**Mayo Clinic** Rochester · United States 2013–2024 · 74 papers](https://md.research.elamur.ai/free/en/labs/mayo-clinic/) · [🎓**Wuhan University** Wuhan · China 2006–2022 · 20 papers](https://md.research.elamur.ai/free/en/universities/wuhan-university/) · [🎓**Chinese University of Hong Kong** Hong Kong · China 2020–2025 · 17 papers](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/) · [🎓**Jilin University** Changchun · China 2006–2017 · 9 papers](https://md.research.elamur.ai/free/en/universities/jilin-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 61 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 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 2 Research subjects and languages the work is about.[Text generation · 1 work](https://md.research.elamur.ai/free/en/topics/text-generation/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/liwei-wang/year/2023/) ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/authors/liwei-wang/year/2019/) ## Papers The most cited first (OpenAlex and our library). 1. **[Representation Degeneration Problem in Training Natural Language Generation Models](https://md.research.elamur.ai/free/en/papers/gao-2019-representation-degeneration-problem-training-natural/)** *(2019 · 181 citations)* The paper identifies a flaw in neural text generators trained by maximum likelihood with weight tying, where the input embedding matrix is shared with the softmax output layer. 2. **[CLEVA: Chinese Language Models EVAluation Platform](https://md.research.elamur.ai/free/en/papers/li-2023-cleva-chinese-language-models/)** *(2023 · 11 citations)* Evaluating the growing number of Chinese large language models is difficult. Existing Chinese benchmarks focus mostly on exam-style knowledge and reasoning or report accuracy alone. Prompts differ between studies, so scores cannot be compared. Contamination is usually checked only after testing. CLEVA is an… ## All works 7 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. **[Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network ↗](https://aclanthology.org/P19-1304/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Kun Xu et al.*2019 · 280 citations* 2. [**Representation Degeneration Problem in Training Natural Language Generation Models arXiv:1907.12009**Jun Gao, Di He, Xu Tan, et al.*2019 · 181 citations*](https://md.research.elamur.ai/free/en/papers/gao-2019-representation-degeneration-problem-training-natural/) 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 · no summary yet**Pei Ke et al.*2021 · 132 citations* 4. **[Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy ↗](https://doi.org/10.1109/cvpr.2019.00738) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Aoxue Li et al.*2019 · 132 citations* 5. **[Few-Shot Learning With Global Class Representations ↗](https://doi.org/10.1109/iccv.2019.00981) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Aoxue Li et al.*2019 · 103 citations* 6. **[Hint-Based Training for Non-Autoregressive Machine Translation ↗](https://aclanthology.org/D19-1573/) Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yet**Zhuohan Li et al.*2019 · 86 citations* 7. [**CLEVA: Chinese Language Models EVAluation Platform arXiv:2308.04813**Yanyang Li, Jianqiao Zhao, Duo Zheng, et al.*2023 · 11 citations*](https://md.research.elamur.ai/free/en/papers/li-2023-cleva-chinese-language-models/) ## Co-authors here 9 co-authors with a page, the most papers together first. - [Dahua Lin](https://md.research.elamur.ai/free/en/authors/dahua-lin/) - [Di He](https://md.research.elamur.ai/free/en/authors/di-he/) - [Jun Gao](https://md.research.elamur.ai/free/en/authors/jun-gao/) - [Michael R. Lyu](https://md.research.elamur.ai/free/en/authors/michael-r-lyu/) - [Tao Qin](https://md.research.elamur.ai/free/en/authors/tao-qin/) - [Tie-Yan Liu](https://md.research.elamur.ai/free/en/authors/tie-yan-liu/) - [Xu Tan](https://md.research.elamur.ai/free/en/authors/xu-tan/) - [Yongfeng Huang](https://md.research.elamur.ai/free/en/authors/yongfeng-huang/) - [Zhi Chen](https://md.research.elamur.ai/free/en/authors/zhi-chen/) ## 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 - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE/CVF International Conference on Computer Vision (ICCV) - Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) - Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics ## Cited by Papers of our library cite their works 256 times (of the 149,439 papers whose bibliographies we read); [36 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/liwei-wang/cited-by/). Updated 30 October 2026