--- title: "Guangsheng Bao — author profile and papers in our library" description: "Guangsheng Bao, Westlake University: 3 papers on Elamur Research (2020–2023), h-index 7 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/guangsheng-bao/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/guangsheng-bao/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Guangsheng Bao # Guangsheng Bao Guangsheng Bao has 3 papers in our library, in 2020–2023, most of them on [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/), [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/); often with [Yue Zhang](https://md.research.elamur.ai/free/en/authors/yue-zhang/), [Zhiyang Teng](https://md.research.elamur.ai/free/en/authors/zhiyang-teng/), [Boxing Chen](https://md.research.elamur.ai/free/en/authors/boxing-chen/). 3 papers in our library · 2020–2023 [OpenAlex](https://openalex.org/A5010399428) · [ORCID](https://orcid.org/0000-0003-3815-3988) · [**h-index 7**](https://openalex.org/authors/A5010399428) · [28 works](https://openalex.org/works?filter=author.id:A5010399428) · [216 citations](https://openalex.org/works?filter=author.id:A5010399428&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/guangsheng-bao/#papers) · [🔗 Cited 353 times in our library](https://md.research.elamur.ai/free/en/authors/guangsheng-bao/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3748](https://md.research.elamur.ai/free/en/paper-stars/page/38/#star-3748) 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=Guangsheng+Bao) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Guangsheng+Bao) · [dblp](https://dblp.org/search?q=Guangsheng+Bao) · [ACL Anthology](https://aclanthology.org/search/?q=Guangsheng+Bao) ## Affiliations [🎓**Westlake University** Hangzhou · China 2019–2026 · 30 papersEducation since 2022 · PhD, School of EngineeringEmployment 2019–2022 · Research Assistant, School of Engineering*current*](https://md.research.elamur.ai/free/en/universities/westlake-university/) · [🎓**Zhejiang University** Hangzhou · China 2023–2026 · 13 papers*current*](https://md.research.elamur.ai/free/en/universities/zhejiang-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## 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 · 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/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 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.[Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) · [Machine translation · 1 work](https://md.research.elamur.ai/free/en/topics/machine-translation/) ## Works by year ### 2020s [**2023** 1 paper Guangsheng Bao's papers of 2023](https://md.research.elamur.ai/free/en/papers/bao-2023-fast-detectgpt-efficient-zero-shot/) · [**2021** 1 paper Guangsheng Bao's papers of 2021](https://md.research.elamur.ai/free/en/papers/bao-2021-g-transformer-document-level-machine/) · [**2020** 1 paper Guangsheng Bao's papers of 2020](https://md.research.elamur.ai/free/en/papers/huang-2020-what-have-we-achieved-text/) ## Papers The most cited first (OpenAlex and our library). 1. **[Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature](https://md.research.elamur.ai/free/en/papers/bao-2023-fast-detectgpt-efficient-zero-shot/)** *(2023 · 146 citations)* Telling machine-written passages apart from human ones without training a dedicated classifier is useful, but the strongest zero-shot method, DetectGPT, is expensive. 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… 3. **[G-Transformer for Document-Level Machine Translation](https://md.research.elamur.ai/free/en/papers/bao-2021-g-transformer-document-level-machine/)** *(2021 · 109 citations)* Bao et al. study why a standard Transformer often fails when an entire document is translated as one sequence. Under plain supervised training, long inputs, small datasets or large models can make BLEU collapse. The authors show this collapse is not overfitting. Instead, training gets trapped in local minima where… ## All works 6 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. [**Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature arXiv:2310.05130**Guangsheng Bao, Yanbin Zhao, Zhiyang Teng, et al.*2023 · 146 citations*](https://md.research.elamur.ai/free/en/papers/bao-2023-fast-detectgpt-efficient-zero-shot/) 2. **[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* 3. **[G-Transformer for Document-Level Machine Translation](https://md.research.elamur.ai/free/en/papers/bao-2021-g-transformer-document-level-machine/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Guangsheng Bao, Yue Zhang, Zhiyang Teng, et al.*2021 · 109 citations* 4. **[CycleResearcher: Improving Automated Research via Automated Review ↗](https://arxiv.org/abs/2411.00816) arXiv:2411.00816 · no summary yet**Yixuan Weng et al.*2024 · 63 citations* 5. **[NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens ↗](https://arxiv.org/abs/2403.12766) arXiv:2403.12766 · no summary yet**Cunxiang Wang et al.*2024 · 25 citations* 6. **[How Likely Do LLMs with CoT Mimic Human Reasoning? ↗](https://aclanthology.org/2025.coling-main.524/) Proceedings of the 31st International Conference on Computational Linguistics · no summary yet**Guangsheng Bao et al.*2025 · 22 citations* ## Co-authors here 11 co-authors with a page, the most papers together first. - [Yue Zhang](https://md.research.elamur.ai/free/en/authors/yue-zhang/) ×3 - [Zhiyang Teng](https://md.research.elamur.ai/free/en/authors/zhiyang-teng/) ×2 - [Boxing Chen](https://md.research.elamur.ai/free/en/authors/boxing-chen/) - [Dandan Huang](https://md.research.elamur.ai/free/en/authors/dandan-huang/) - [Jun Xie](https://md.research.elamur.ai/free/en/authors/jun-xie/) - [Kun Wang](https://md.research.elamur.ai/free/en/authors/kun-wang/) - [Leyang Cui](https://md.research.elamur.ai/free/en/authors/leyang-cui/) - [Linyi Yang](https://md.research.elamur.ai/free/en/authors/linyi-yang/) - [Sen Yang](https://md.research.elamur.ai/free/en/authors/sen-yang/) - [Weihua Luo](https://md.research.elamur.ai/free/en/authors/weihua-luo/) - [Yanbin Zhao](https://md.research.elamur.ai/free/en/authors/yanbin-zhao/) ## 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 2021](https://md.research.elamur.ai/free/en/venues/acl/2021/) - [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/) - Proceedings of the 31st International Conference on Computational Linguistics ## Cited by Papers of our library cite their works 353 times (of the 141,840 papers whose bibliographies we read); [23 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/guangsheng-bao/cited-by/). Updated 24 October 2026