--- title: "Jason Cai — author profile and papers — Elamur Research" description: "Jason Cai, Massachusetts General Hospital: 3 papers on Elamur Research (2024–2026), h-index 12 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/jason-cai/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jason-cai/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jason Cai # Jason Cai Jason Cai has 3 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/); often with [Hang Su](https://md.research.elamur.ai/free/en/authors/hang-su/), [Saab Mansour](https://md.research.elamur.ai/free/en/authors/saab-mansour/), [Anna Currey](https://md.research.elamur.ai/free/en/authors/anna-currey/). 3 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5010891911) · [ORCID](https://orcid.org/0000-0002-9190-0252) · [**h-index 12**](https://openalex.org/authors/A5010891911) · [41 works](https://openalex.org/works?filter=author.id:A5010891911) · [1,032 citations](https://openalex.org/works?filter=author.id:A5010891911&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/jason-cai/#papers) · [🔗 Cited 78 times in our library](https://md.research.elamur.ai/free/en/authors/jason-cai/cited-by/) · [⭐ Paper Stars ranking: #7645](https://md.research.elamur.ai/free/en/paper-stars/page/77/#star-7645) 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=Jason+Cai) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jason+Cai) · [dblp](https://dblp.org/search?q=Jason+Cai) · [ACL Anthology](https://aclanthology.org/search/?q=Jason+Cai) ## Affiliations [🏥**Massachusetts General Hospital** Boston · United States 2024–2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/hospitals/massachusetts-general-hospital/) · [🔬**Mayo Clinic** Rochester · United States 2019–2024 · 16 papers](https://md.research.elamur.ai/free/en/labs/mayo-clinic/) · [🏢**Amazon** Seattle · United States 2024–2025 · 9 papers](https://md.research.elamur.ai/free/en/companies/amazon/) · [🏥**Mayo Clinic in Florida** Jacksonville · United States 2020–2021 · 2 papers](https://ror.org/03zzw1w08) 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 2 Research subjects and languages the work is about.[Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/jason-cai/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/jason-cai/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/jason-cai/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[FineSurE: Fine-grained Summarization Evaluation using LLMs](https://md.research.elamur.ai/free/en/papers/song-2024-finesure-fine-grained-summarization-evaluation/)** *(2024 · 92 citations)* Evaluating summaries automatically remains difficult. ROUGE-style overlap metrics track human judgment poorly, and recent LLM judges such as G-Eval assign a single Likert score per summary, which hides where and how a summary fails. FineSurE addresses this by having an LLM run two fine-grained tasks. In fact… 2. **[MemInsight: Autonomous Memory Augmentation for LLM Agents](https://md.research.elamur.ai/free/en/papers/salama-2025-meminsight-autonomous-memory-augmentation-llm/)** *(2025 · 22 citations)* LLM agents rely on long-term memory to give coherent, personalized answers. As stored interactions pile up, raw and unstructured memory becomes noisy and harder to search. MemInsight addresses this by having an LLM backbone enrich each memory entry automatically with attribute–value annotations, without a… 3. **[Active Generalized Category Discovery with Diverse LLM Feedback](https://md.research.elamur.ai/free/en/papers/zou-2026-active-generalized-category-discovery-diverse/)** *(2026 · 1 citation)* The paper addresses Generalized Category Discovery (GCD) for text. In GCD, a model must sort unlabeled data into both previously known and entirely new categories, using only a small labeled set drawn from the known ones. Earlier GCD approaches combine contrastive learning with K-Means++ clustering. Without extra… ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Hang Su](https://md.research.elamur.ai/free/en/authors/hang-su/) ×2 - [Saab Mansour](https://md.research.elamur.ai/free/en/authors/saab-mansour/) ×2 - [Anna Currey](https://md.research.elamur.ai/free/en/authors/anna-currey/) - [Henry Peng Zou](https://md.research.elamur.ai/free/en/authors/henry-peng-zou/) - [Hwanjun Song](https://md.research.elamur.ai/free/en/authors/hwanjun-song/) - [Igor Shalyminov](https://md.research.elamur.ai/free/en/authors/igor-shalyminov/) - [Jianfeng He](https://md.research.elamur.ai/free/en/authors/jianfeng-he/) - [Michelle Yuan](https://md.research.elamur.ai/free/en/authors/michelle-yuan/) - [Monica Sunkara](https://md.research.elamur.ai/free/en/authors/monica-sunkara/) - [Rana Salama](https://md.research.elamur.ai/free/en/authors/rana-salama/) - [Siffi Singh](https://md.research.elamur.ai/free/en/authors/siffi-singh/) - [Yassine Benajiba](https://md.research.elamur.ai/free/en/authors/yassine-benajiba/) ## 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 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) - [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/) ## Cited by Papers of our library cite their works 78 times (of the 149,439 papers whose bibliographies we read); [24 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jason-cai/cited-by/). Updated 1 November 2026