--- title: "Shang-Wen Li — author profile and papers — Elamur Research" description: "Shang-Wen Li, The University of Texas at Austin: 2 papers on Elamur Research (2021–2022), h-index 25 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/shang-wen-li/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shang-wen-li/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Shang-Wen Li # Shang-Wen Li Shang-Wen Li has 2 papers in our library, in 2021–2022; often with [Andrew O. Arnold](https://md.research.elamur.ai/free/en/authors/andrew-o-arnold/), [Bing Xiang](https://md.research.elamur.ai/free/en/authors/bing-xiang/), [Dejiao Zhang](https://md.research.elamur.ai/free/en/authors/dejiao-zhang/). 2 papers in our library · 2021–2022 [OpenAlex](https://openalex.org/A5029566548) · [ORCID](https://orcid.org/0000-0003-0656-9874) · [**h-index 25**](https://openalex.org/authors/A5029566548) · [104 works](https://openalex.org/works?filter=author.id:A5029566548) · [4,193 citations](https://openalex.org/works?filter=author.id:A5029566548&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/shang-wen-li/#papers) · [🔗 Cited 519 times in our library](https://md.research.elamur.ai/free/en/authors/shang-wen-li/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3334](https://md.research.elamur.ai/free/en/paper-stars/page/34/#star-3334) 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=Shang-Wen+Li) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Shang-Wen+Li) · [dblp](https://dblp.org/search?q=Shang-Wen+Li) · [ACL Anthology](https://aclanthology.org/search/?q=Shang-Wen+Li) ## Affiliations [🎓**The University of Texas at Austin** Austin · United States 2024–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-austin/) · [🏢**Amazon** Seattle · United States 2017–2024 · 26 papers](https://md.research.elamur.ai/free/en/companies/amazon/) · [🏢**Meta** Menlo Park · United States 2022–2024 · 18 papers](https://md.research.elamur.ai/free/en/companies/meta/) · [🎓**Massachusetts Institute of Technology** Cambridge · United States 2013–2023 · 10 papers](https://md.research.elamur.ai/free/en/universities/massachusetts-institute-of-technology/) · [🔬**MIT Computer Science and Artificial Intelligence Laboratory** Cambridge · United States 2013–2020 · 6 papers](https://md.research.elamur.ai/free/en/labs/mit-computer-science-and-artificial-intelligence-laboratory/) · [🎓**National Taiwan University** Taipei · Taiwan 2010–2022 · 4 papers](https://md.research.elamur.ai/free/en/universities/national-taiwan-university/) · [🔬**Facility for Antiproton and Ion Research** Darmstadt · Germany 2025 · 3 papers](https://ror.org/053veeq82) · [🎓**University of California, Santa Barbara** Santa Barbara · United States 2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-barbara/) · [🎓**Columbia University** New York · United States 2021 · 2 papers](https://md.research.elamur.ai/free/en/universities/columbia-university/) · [🎓**University of California San Diego** San Diego · United States 2021 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-san-diego/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution 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/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Semantic similarity · 1 work](https://md.research.elamur.ai/free/en/concepts/semantic-similarity/) ## Works by year ### 2020s [**2022** 1 paper Shang-Wen Li's papers of 2022](https://md.research.elamur.ai/free/en/papers/chuang-2022-diffcse-difference-based-contrastive-learning/) · [**2021** 1 paper Shang-Wen Li's papers of 2021](https://md.research.elamur.ai/free/en/papers/zhang-2021-supporting-clustering-contrastive-learning/) ## Papers The most cited first (OpenAlex and our library). 1. **[DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings](https://md.research.elamur.ai/free/en/papers/chuang-2022-diffcse-difference-based-contrastive-learning/)** *(2022 · 269 citations)* Unsupervised sentence embedding methods such as SimCSE train an encoder so that two dropout-perturbed copies of a sentence stay close together. 2. **[Supporting Clustering with Contrastive Learning](https://md.research.elamur.ai/free/en/papers/zhang-2021-supporting-clustering-contrastive-learning/)** *(2021 · 239 citations)* Deep clustering methods that rely on distances often fail when semantic categories overlap heavily in the embedding space at the start of training. ## 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. **[DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings](https://md.research.elamur.ai/free/en/papers/chuang-2022-diffcse-difference-based-contrastive-learning/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, et al.*2022 · 269 citations* 2. **[Supporting Clustering with Contrastive Learning](https://md.research.elamur.ai/free/en/papers/zhang-2021-supporting-clustering-contrastive-learning/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Dejiao Zhang, Feng Nan, Xiaokai Wei, et al.*2021 · 239 citations* 3. **[VoiceStar: Robust Zero-Shot Autoregressive TTS with Duration Control and Extrapolation ↗](https://aclanthology.org/2026.findings-acl.570/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Puyuan Peng et al.*2026 · 4 citations* ## Co-authors here 12 of 14 co-authors with a page, the most papers together first. - [Andrew O. Arnold](https://md.research.elamur.ai/free/en/authors/andrew-o-arnold/) - [Bing Xiang](https://md.research.elamur.ai/free/en/authors/bing-xiang/) - [Dejiao Zhang](https://md.research.elamur.ai/free/en/authors/dejiao-zhang/) - [Feng Nan](https://md.research.elamur.ai/free/en/authors/feng-nan/) - [Henghui Zhu](https://md.research.elamur.ai/free/en/authors/henghui-zhu/) - [Hongyin Luo](https://md.research.elamur.ai/free/en/authors/hongyin-luo/) - [James Glass](https://md.research.elamur.ai/free/en/authors/james-glass/) - [Kathleen McKeown](https://md.research.elamur.ai/free/en/authors/kathleen-mckeown/) - [Ramesh Nallapati](https://md.research.elamur.ai/free/en/authors/ramesh-nallapati/) - [Scott Yih](https://md.research.elamur.ai/free/en/authors/scott-yih/) - [Shiyu Chang](https://md.research.elamur.ai/free/en/authors/shiyu-chang/) - [Yang Zhang](https://md.research.elamur.ai/free/en/authors/yang-zhang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/) ×2: [NAACL 2022](https://md.research.elamur.ai/free/en/venues/naacl/2022/), [NAACL 2021](https://md.research.elamur.ai/free/en/venues/naacl/2021/) - Findings of the Association for Computational Linguistics: ACL 2026 ## Cited by Papers of our library cite their works 519 times (of the 141,840 papers whose bibliographies we read); [20 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/shang-wen-li/cited-by/). Updated 24 October 2026