--- title: "Lingfei Qian · Yale University — author profile and papers" description: "Lingfei Qian, Yale University: 6 papers on Elamur Research (2024–2026), h-index 9 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/lingfei-qian/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/lingfei-qian/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Lingfei Qian # Lingfei Qian Lingfei Qian has 6 papers in our library, in 2024–2026, most of them on [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/), [Low-resource languages](https://md.research.elamur.ai/free/en/topics/low-resource-languages/); often with [Xueqing Peng](https://md.research.elamur.ai/free/en/authors/xueqing-peng/), [Jimin Huang](https://md.research.elamur.ai/free/en/authors/jimin-huang/), [Yan Wang](https://md.research.elamur.ai/free/en/authors/yan-wang/). 6 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5009941118) · [ORCID](https://orcid.org/0009-0007-8342-1837) · [**h-index 9**](https://openalex.org/authors/A5009941118) · [46 works](https://openalex.org/works?filter=author.id:A5009941118) · [325 citations](https://openalex.org/works?filter=author.id:A5009941118&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 6 works in our library](https://md.research.elamur.ai/free/en/authors/lingfei-qian/#papers) · [🔗 Cited 62 times in our library](https://md.research.elamur.ai/free/en/authors/lingfei-qian/cited-by/) · [⭐ Paper Stars ranking: #8110](https://md.research.elamur.ai/free/en/paper-stars/page/82/#star-8110) 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=Lingfei+Qian) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Lingfei+Qian) · [dblp](https://dblp.org/search?q=Lingfei+Qian) · [ACL Anthology](https://aclanthology.org/search/?q=Lingfei+Qian) ## Affiliations [🎓**Yale University** New Haven · United States 2024–2026 · 17 papers*current*](https://md.research.elamur.ai/free/en/universities/yale-university/) · [🎓**Nanjing University of Aeronautics and Astronautics** Nanjing · China 2017–2023 · 10 papers](https://md.research.elamur.ai/free/en/universities/nanjing-university-of-aeronautics-and-astronautics/) · [🎓**Dalian University of Technology** Dalian · China 2018–2025 · 6 papers](https://md.research.elamur.ai/free/en/universities/dalian-university-of-technology/) · [🤝**FishBase Information and Research Group** Los Baños · Philippines 2025 · 2 papers](https://ror.org/005f16662) 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. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 11 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 6 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 6 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 6 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 6 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [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/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) 🧭 Topics 5 Research subjects and languages the work is about.[Evaluation & benchmarks · 2 works](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Low-resource languages · 1 work](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) · [Multilingual & cross-lingual NLP · 2 works](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/lingfei-qian/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/lingfei-qian/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/lingfei-qian/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Me LLaMA: Foundation Large Language Models for Medical Applications](https://md.research.elamur.ai/free/en/papers/xie-2024-me-llama-foundation-large-language/)** *(2024 · 33 citations)* General-domain open LLMs such as LLaMA often lack specialized medical knowledge. Commercial systems like ChatGPT and GPT-4 are closed and hard to customize. Earlier open medical models seldom combined continual pre-training with instruction tuning, rarely drew on clinical notes and were evaluated mostly on QA. The… 2. **[INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent](https://md.research.elamur.ai/free/en/papers/li-2025-investorbench-benchmark-financial-decision-making/)** *(2025 · 29 citations)* LLM-based agents for finance are usually built for one narrow job, such as trading a single stock or only crypto, and are often tested on proprietary data. 3. **[Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance](https://md.research.elamur.ai/free/en/papers/peng-2025-plutus-benchmarking-large-language-models/)** *(2025 · 12 citations)* Greek financial text has been largely neglected by LLM research. Greek has rich morphology and few domain resources, and no benchmark has targeted Greek finance specifically. The authors fill this gap with Plutus-ben, an evaluation suite of six tasks: recognizing named entities in both numeric and textual forms… 4. **[FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning](https://md.research.elamur.ai/free/en/papers/xie-2026-finchain-symbolic-benchmark-verifiable-chain/)** *(2026 · 10 citations)* Current financial QA benchmarks such as FinQA and ConvFinQA mostly score the final number a model produces. 5. **[MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application](https://md.research.elamur.ai/free/en/papers/peng-2026-multifinben-benchmarking-large-language-models/)** *(2026 · 4 citations)* Financial work draws on documents in many languages and formats, such as scanned filings, charts, and earnings-call audio. 6. **[Same Claim, Different Judgment: Benchmarking Scenario-Induced Bias in Multilingual Financial Misinformation Detection](https://md.research.elamur.ai/free/en/papers/liu-2026-same-claim-different-judgment-benchmarking/)** *(2026 · 2 citations)* LLMs are increasingly used to judge financial claims, but existing benchmarks such as FinFact and FinDVer test verification in one fixed setting. ## Co-authors here 12 of 31 co-authors with a page, the most papers together first. - [Xueqing Peng](https://md.research.elamur.ai/free/en/authors/xueqing-peng/) ×5 - [Jimin Huang](https://md.research.elamur.ai/free/en/authors/jimin-huang/) ×4 - [Yan Wang](https://md.research.elamur.ai/free/en/authors/yan-wang/) ×3 - [Polydoros Giannouris](https://md.research.elamur.ai/free/en/authors/polydoros-giannouris/) ×2 - [Qianqian Xie](https://md.research.elamur.ai/free/en/authors/qianqian-xie/) ×2 - [Ruoyu Xiang](https://md.research.elamur.ai/free/en/authors/ruoyu-xiang/) ×2 - [Triantafillos Papadopoulos](https://md.research.elamur.ai/free/en/authors/triantafillos-papadopoulos/) ×2 - [Yuechen Jiang](https://md.research.elamur.ai/free/en/authors/yuechen-jiang/) ×2 - [Yueru He](https://md.research.elamur.ai/free/en/authors/yueru-he/) ×2 - [Yupeng Cao](https://md.research.elamur.ai/free/en/authors/yupeng-cao/) ×2 - [Chen Xu](https://md.research.elamur.ai/free/en/authors/chen-xu/) - [Cheng Peng](https://md.research.elamur.ai/free/en/authors/cheng-peng/) ## 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/) ×2, [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 62 times (of the 149,439 papers whose bibliographies we read); [12 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/lingfei-qian/cited-by/). Updated 1 November 2026