--- title: "Lin Zhao — author profile and papers — Elamur Research" description: "Lin Zhao, Beijing Technology and Business University: 4 papers on Elamur Research (2007–2026), h-index 29 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/lin-zhao/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/lin-zhao/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Lin Zhao # Lin Zhao Lin Zhao has 4 papers in our library, in 2007–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/), [English](https://md.research.elamur.ai/free/en/topics/english/); often with [Zhengliang Liu](https://md.research.elamur.ai/free/en/authors/zhengliang-liu/), [Zihao Wu](https://md.research.elamur.ai/free/en/authors/zihao-wu/), [Chen Liu](https://md.research.elamur.ai/free/en/authors/chen-liu/). 4 papers in our library · 2007–2026 [OpenAlex](https://openalex.org/A5100351935) · [ORCID](https://orcid.org/0000-0003-2567-627X) · [**h-index 29**](https://openalex.org/authors/A5100351935) · [355 works](https://openalex.org/works?filter=author.id:A5100351935) · [4,175 citations](https://openalex.org/works?filter=author.id:A5100351935&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/lin-zhao/#papers) · [🔗 Cited 123 times in our library](https://md.research.elamur.ai/free/en/authors/lin-zhao/cited-by/) · [⭐ Paper Stars ranking: #2439](https://md.research.elamur.ai/free/en/paper-stars/page/25/#star-2439) 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=Lin+Zhao) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Lin+Zhao) · [dblp](https://dblp.org/search?q=Lin+Zhao) · [ACL Anthology](https://aclanthology.org/search/?q=Lin+Zhao) ## Affiliations [🎓**Nanjing Medical University** Nanjing · China 2022–2026 · 8 papers*current*](https://ror.org/059gcgy73) · [🎓**Southeast University** Nanjing · China 2023–2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/universities/southeast-university-cn/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2008–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**Beijing Technology and Business University** Beijing · China 2022–2026 · 3 papers*current*](https://ror.org/013e0zm98) · [🏥**Nanjing Jiangning Hospital** Nanjing · China 2023–2026 · 3 papers*current*](https://ror.org/04sk80178) · [🏥**Affiliated Hospital of Qingdao University** Qingdao · China 2023–2026 · 2 papers*current*](https://ror.org/026e9yy16) · [🔬**China National Institute of Standardization** Beijing · China 2023–2026 · 2 papers*current*](https://ror.org/03qzxj964) · [🔬**Chinese Society for Cell Biology** Shanghai · China 2026 · 1 paper*current*](https://ror.org/03kgwfd55) · [🎓**University of Georgia** Athens · United States 2019–2025 · 59 papers](https://md.research.elamur.ai/free/en/universities/university-of-georgia/) · [🎓**Northwestern Polytechnical University** Xi'an · China 1988–2025 · 27 papers](https://md.research.elamur.ai/free/en/universities/northwestern-polytechnical-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 103 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 7 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 4 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/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Management Science and Operations Research · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/management-science-and-operations-research/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [English · 1 work](https://md.research.elamur.ai/free/en/topics/english/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/lin-zhao/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/lin-zhao/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/lin-zhao/year/2023/) ### 2000s [**2007** 1 paper](https://md.research.elamur.ai/free/en/authors/lin-zhao/year/2007/) ## Papers The most cited first (OpenAlex and our library). 1. **[Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language Models](https://md.research.elamur.ai/free/en/papers/liu-2023-summary-chatgpt-related-research-perspective/)** *(2023 · 940 citations)* This survey maps early research on ChatGPT (GPT-3.5 and GPT-4). It asks where these models are being applied, how well they perform, and what holds them back. The authors gathered the 194 arXiv papers that mentioned ChatGPT as of April 1st, 2023. They analysed this set through submission trends over time, a word… 2. **[Revolutionizing Finance with LLMs: An Overview of Applications and Insights](https://md.research.elamur.ai/free/en/papers/zhao-2024-revolutionizing-finance-llms-overview-applications/)** *(2024 · 63 citations)* This survey examines how large language models can be applied to finance, a field where data is highly specialized and errors are costly. 3. **[HIT: Web based Scoring Method for English Lexical Substitution](https://md.research.elamur.ai/free/en/papers/zhao-2007-hit-web-based-scoring-method/)** *(2007 · 20 citations)* The paper presents HIT, a system for the SemEval-2007 English Lexical Substitution task. Given a target word in a sentence, the system must propose words that could replace it in that context. HIT works in two stages. First, it gathers candidates from WordNet. It takes synonyms from every synset of the given POS… 4. **[Not All Directions Matter: Towards Structured and Task-Aware Low-Rank Model Adaptation](https://md.research.elamur.ai/free/en/papers/xiao-2026-not-all-directions-matter-structured/)** *(2026 · 3 citations)* The paper argues that LoRA has two weaknesses. First, it spends its small rank budget equally on every low-rank direction, even though many directions carry noise; the authors call this semantic drift. Second, it tunes each layer in isolation, so updates in neighbouring layers can point in unrelated directions; they… ## Co-authors here 12 of 16 co-authors with a page, the most papers together first. - [Zhengliang Liu](https://md.research.elamur.ai/free/en/authors/zhengliang-liu/) ×2 - [Zihao Wu](https://md.research.elamur.ai/free/en/authors/zihao-wu/) ×2 - [Chen Liu](https://md.research.elamur.ai/free/en/authors/chen-liu/) - [Hao He](https://md.research.elamur.ai/free/en/authors/hao-he/) - [Hao Xu](https://md.research.elamur.ai/free/en/authors/hao-xu/) - [Junhao Chen](https://md.research.elamur.ai/free/en/authors/junhao-chen/) - [Peng Shu](https://md.research.elamur.ai/free/en/authors/peng-shu/) - [Sheng Li](https://md.research.elamur.ai/free/en/authors/sheng-li/) - [Shiqi Zhao](https://md.research.elamur.ai/free/en/authors/shiqi-zhao/) - [Tianyang Wang](https://md.research.elamur.ai/free/en/authors/tianyang-wang/) - [Ting Liu](https://md.research.elamur.ai/free/en/authors/ting-liu/) - [Xi Xiao](https://md.research.elamur.ai/free/en/authors/xi-xiao/) ## 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 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [International Workshop on Semantic Evaluations](https://md.research.elamur.ai/free/en/venues/international-workshop-on-semantic-evaluations/): [International Workshop on Semantic Evaluations 2007](https://md.research.elamur.ai/free/en/venues/international-workshop-on-semantic-evaluations/2007/) ## Cited by Papers of our library cite their works 123 times (of the 149,439 papers whose bibliographies we read); [18 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/lin-zhao/cited-by/). Updated 31 October 2026