--- title: "Renliang Sun — author profile and papers · Summarization" description: "Renliang Sun, University of California, Los Angeles: 3 papers on Elamur Research (2023–2026), h-index 11 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/renliang-sun/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/renliang-sun/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Renliang Sun # Renliang Sun Renliang Sun has 3 papers in our library, in 2023–2026, most of them on [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Chenming Shang](https://md.research.elamur.ai/free/en/authors/chenming-shang/), [Dawei Li](https://md.research.elamur.ai/free/en/authors/dawei-li/), [Dongdong Zhang](https://md.research.elamur.ai/free/en/authors/dongdong-zhang/). 3 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5111089828) · [**h-index 11**](https://openalex.org/authors/A5111089828) · [48 works](https://openalex.org/works?filter=author.id:A5111089828) · [808 citations](https://openalex.org/works?filter=author.id:A5111089828&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/renliang-sun/#papers) · [🔗 Cited 793 times in our library](https://md.research.elamur.ai/free/en/authors/renliang-sun/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7239](https://md.research.elamur.ai/free/en/paper-stars/page/73/#star-7239) 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=Renliang+Sun) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Renliang+Sun) · [dblp](https://dblp.org/search?q=Renliang+Sun) · [ACL Anthology](https://aclanthology.org/search/?q=Renliang+Sun) ## Affiliations [🎓**University of California, Los Angeles** Los Angeles · United States 2024–2026 · 13 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-california-los-angeles/) · [🎓**Peking University** Beijing · China 2020–2026 · 11 papers*current*](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**University of Chinese Academy of Sciences** Beijing · China 2023–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) · [🔬**Shanghai Institute of Nutrition and Health** Shanghai · China 2023–2026 · 4 papers*current*](https://ror.org/00rytkh49) · [🎓**Shanghai Jiao Tong University** Shanghai · China 2018–2023 · 8 papers](https://md.research.elamur.ai/free/en/universities/shanghai-jiao-tong-university/) · [🎓**Georgia Institute of Technology** Atlanta · United States 2023–2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/georgia-institute-of-technology/) · [🎓**University of Electronic Science and Technology of China** Chengdu · China 2019 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-electronic-science-and-technology-of-china/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 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 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 4 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/renliang-sun/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/renliang-sun/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/renliang-sun/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Human-like Summarization Evaluation with ChatGPT](https://md.research.elamur.ai/free/en/papers/gao-2023-human-like-summarization-evaluation-chatgpt/)** *(2023 · 128 citations)* Automatic metrics for text summarization, such as ROUGE and embedding-based scores, often disagree with human judgment and offer little interpretability. 2. **[Stop When Enough: Adaptive Early-Stopping for Chain-of-Thought Reasoning](https://md.research.elamur.ai/free/en/papers/sun-2026-stop-when-enough-adaptive-early/)** *(2026 · 7 citations)* Reasoning LLMs often keep producing chain-of-thought steps long after the answer is effectively settled. This "overthinking" wastes compute and can even push the model toward a wrong answer. The authors present REFRAIN, a framework that needs no training and decides at inference time when to cut reasoning short. It… 3. **[ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework](https://md.research.elamur.ai/free/en/papers/zhang-2025-shifcon-enhancing-non-dominant-language/)** *(2025 · 6 citations)* Multilingual LLMs fine-tuned on translated data (MSFT) still lag behind in non-dominant languages compared with English. Producing more high-quality translated supervision is costly and error-prone. ShifCon addresses this by changing how the model processes these languages internally rather than by adding data. ## All works 8 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. [**Human-like Summarization Evaluation with ChatGPT arXiv:2304.02554**Mingqi Gao, Jie Ruan, Renliang Sun, et al.*2023 · 128 citations*](https://md.research.elamur.ai/free/en/papers/gao-2023-human-like-summarization-evaluation-chatgpt/) 2. **[Document-Level Text Simplification: Dataset, Criteria and Baseline ↗](https://aclanthology.org/2021.emnlp-main.630/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yet**Renliang Sun, Hanqi Jin, Xiaojun Wan*2021 · 81 citations* 3. **[Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification ↗](https://aclanthology.org/2023.findings-acl.595/) Findings of the Association for Computational Linguistics: ACL 2023 · no summary yet**Renliang Sun, Wei Xu, Xiaojun Wan*2023 · 36 citations* 4. **[Exploiting Summarization Data to Help Text Simplification ↗](https://aclanthology.org/2023.eacl-main.3/) Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics · no summary yet**Renliang Sun, Zhixian Yang, Xiaojun Wan*2023 · 20 citations* 5. **[On the Helpfulness of Document Context to Sentence Simplification ↗](https://aclanthology.org/2020.coling-main.121/) Proceedings of the 28th International Conference on Computational Linguistics · no summary yet**Renliang Sun, Zhe Lin, Xiaojun Wan*2020 · 19 citations* 6. **[A New Dataset and Empirical Study for Sentence Simplification in Chinese ↗](https://aclanthology.org/2023.acl-long.462/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Shiping Yang, Renliang Sun, Xiaojun Wan*2023 · 12 citations* 7. **[Stop When Enough: Adaptive Early-Stopping for Chain-of-Thought Reasoning](https://md.research.elamur.ai/free/en/papers/sun-2026-stop-when-enough-adaptive-early/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Renliang Sun, Wei Cheng, Dawei Li, et al.*2026 · 7 citations* 8. **[ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework](https://md.research.elamur.ai/free/en/papers/zhang-2025-shifcon-enhancing-non-dominant-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hengyuan Zhang, Chenming Shang, Sizhe Wang, et al.*2025 · 6 citations* ## Co-authors here 12 of 17 co-authors with a page, the most papers together first. - [Chenming Shang](https://md.research.elamur.ai/free/en/authors/chenming-shang/) - [Dawei Li](https://md.research.elamur.ai/free/en/authors/dawei-li/) - [Dongdong Zhang](https://md.research.elamur.ai/free/en/authors/dongdong-zhang/) - [Feng Yao](https://md.research.elamur.ai/free/en/authors/feng-yao/) - [Furu Wei](https://md.research.elamur.ai/free/en/authors/furu-wei/) - [Haifeng Chen](https://md.research.elamur.ai/free/en/authors/haifeng-chen/) - [Hengyuan Zhang](https://md.research.elamur.ai/free/en/authors/hengyuan-zhang/) - [Jie Ruan](https://md.research.elamur.ai/free/en/authors/jie-ruan/) - [Mingqi Gao](https://md.research.elamur.ai/free/en/authors/mingqi-gao/) - [Shiping Yang](https://md.research.elamur.ai/free/en/authors/shiping-yang/) - [Sizhe Wang](https://md.research.elamur.ai/free/en/authors/sizhe-wang/) - [Wei Cheng](https://md.research.elamur.ai/free/en/authors/wei-cheng/) ## 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/) ×3: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/) - Findings of the Association for Computational Linguistics: ACL 2023 - Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics - Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing - Proceedings of the 28th International Conference on Computational Linguistics ## Cited by Papers of our library cite their works 793 times (of the 149,439 papers whose bibliographies we read); [220 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/renliang-sun/cited-by/). Updated 2 November 2026