--- title: "Pengshan Cai · Capital One — author profile and papers" description: "Pengshan Cai, Capital One: 2 papers on Elamur Research (2022–2023), h-index 6 — affiliations, topics, co-authors and who cites them in our…" canonical: "https://research.elamur.ai/free/en/authors/pengshan-cai/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/pengshan-cai/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Pengshan Cai # Pengshan Cai Pengshan Cai has 2 papers in our library, in 2022–2023, most of them on [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Alfio Gliozzo](https://md.research.elamur.ai/free/en/authors/alfio-gliozzo/), [Dakuo Wang](https://md.research.elamur.ai/free/en/authors/dakuo-wang/), [Fei Liu](https://md.research.elamur.ai/free/en/authors/fei-liu/). 2 papers in our library · 2022–2023 [OpenAlex](https://openalex.org/A5018005817) · [ORCID](https://orcid.org/0000-0003-1022-4721) · [Wikidata](https://www.wikidata.org/wiki/Q90086370) · [**h-index 6**](https://openalex.org/authors/A5018005817) · [20 works](https://openalex.org/works?filter=author.id:A5018005817) · [311 citations](https://openalex.org/works?filter=author.id:A5018005817&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/pengshan-cai/#papers) · [🔗 Cited 106 times in our library](https://md.research.elamur.ai/free/en/authors/pengshan-cai/cited-by/) · [⭐ Paper Stars ranking: #5623](https://md.research.elamur.ai/free/en/paper-stars/page/57/#star-5623) 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=Pengshan+Cai) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Pengshan+Cai) · [dblp](https://dblp.org/search?q=Pengshan+Cai) · [ACL Anthology](https://aclanthology.org/search/?q=Pengshan+Cai) ## Affiliations [🏢**Capital One** Tysons Corner · United States 2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/companies/capital-one/) · [🎓**University of Massachusetts Amherst** Amherst Center · United States 2018–2023 · 9 papers](https://md.research.elamur.ai/free/en/universities/university-of-massachusetts-amherst/) · [🏢**IBM** Armonk · United States 2022 · 2 papers](https://md.research.elamur.ai/free/en/companies/ibm/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2017 · 2 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) 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 · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Biochemistry, Genetics and Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [General Health Professions · 1 work](https://md.research.elamur.ai/free/en/shelves/health-professions/general-health-professions/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Health Professions · 1 work](https://md.research.elamur.ai/free/en/shelves/health-professions/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/) 🧭 Topics 2 Research subjects and languages the work is about.[Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) ## Works by year ### 2020s [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/pengshan-cai/year/2023/) · [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/pengshan-cai/year/2022/) ## Papers The most cited first (OpenAlex and our library). 1. **[Re2G: Retrieve, Rerank, Generate](https://md.research.elamur.ai/free/en/papers/glass-2022-re2g-retrieve-rerank-generate/)** *(2022 · 184 citations)* Retrieval-augmented generators such as RAG and REALM let a model draw on a large passage corpus instead of storing all its knowledge in parameters. 2. **[PaniniQA: Enhancing Patient Education Through Interactive Question Answering](https://md.research.elamur.ai/free/en/papers/cai-2023-paniniqa-enhancing-patient-education-through/)** *(2023 · 24 citations)* Patients leaving hospital often struggle to grasp or remember their discharge instructions, and their misreadings usually go uncorrected. PaniniQA addresses this with a chatbot that quizzes patients about their own instructions. It follows the Prompt–Evaluate–Expand–Repeat (P.E.E.R.) cycle from Dialogic Reading. ## Co-authors here 8 co-authors with a page, the most papers together first. - [Alfio Gliozzo](https://md.research.elamur.ai/free/en/authors/alfio-gliozzo/) - [Dakuo Wang](https://md.research.elamur.ai/free/en/authors/dakuo-wang/) - [Fei Liu](https://md.research.elamur.ai/free/en/authors/fei-liu/) - [Hong Yu](https://md.research.elamur.ai/free/en/authors/hong-yu/) - [Huixue Zhou](https://md.research.elamur.ai/free/en/authors/huixue-zhou/) - [Michael Glass](https://md.research.elamur.ai/free/en/authors/michael-glass/) - [Yi Cao](https://md.research.elamur.ai/free/en/authors/yi-cao/) - [Zonghai Yao](https://md.research.elamur.ai/free/en/authors/zonghai-yao/) ## 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/): [NAACL 2022](https://md.research.elamur.ai/free/en/venues/naacl/2022/) - [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/): [Transactions of the Association for Computational Linguistics (TACL) 2023](https://md.research.elamur.ai/free/en/venues/tacl/2023/) ## Cited by Papers of our library cite their works 106 times (of the 149,439 papers whose bibliographies we read); [20 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/pengshan-cai/cited-by/). Updated 31 October 2026