--- title: "Michael Boratko — author profile and papers in our library" description: "Michael Boratko: 2 papers on Elamur Research (2024), h-index 8 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/michael-boratko/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/michael-boratko/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Michael Boratko # Michael Boratko Michael Boratko has 2 papers in our library, in 2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Jinhyuk Lee](https://md.research.elamur.ai/free/en/authors/jinhyuk-lee/), [Yi Luan](https://md.research.elamur.ai/free/en/authors/yi-luan/), [Zhuyun Dai](https://md.research.elamur.ai/free/en/authors/zhuyun-dai/). 2 papers in our library · 2024 [OpenAlex](https://openalex.org/A5062977994) · [**h-index 8**](https://openalex.org/authors/A5062977994) · [46 works](https://openalex.org/works?filter=author.id:A5062977994) · [337 citations](https://openalex.org/works?filter=author.id:A5062977994&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/michael-boratko/#papers) · [🔗 Cited 186 times in our library](https://md.research.elamur.ai/free/en/authors/michael-boratko/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6477](https://md.research.elamur.ai/free/en/paper-stars/page/65/#star-6477) 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=Michael+Boratko) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Michael+Boratko) · [dblp](https://dblp.org/search?q=Michael+Boratko) · [ACL Anthology](https://aclanthology.org/search/?q=Michael+Boratko) ## Affiliations [🎓**University of Massachusetts Amherst** Amherst Center · United States 2018–2024 · 21 papers](https://md.research.elamur.ai/free/en/universities/university-of-massachusetts-amherst/) · [🎓**The University of Texas at Austin** Austin · United States 2021 · 2 papers](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-austin/) 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 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 2 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.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) ## Works by year ### 2020s [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/michael-boratko/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Gecko: Versatile Text Embeddings Distilled from Large Language Models](https://md.research.elamur.ai/free/en/papers/lee-2024-gecko-versatile-text-embeddings-distilled/)** *(2024 · 74 citations)* General-purpose text embedding models need large, varied training data to work across many tasks, and human-labeled collections are costly and limited in coverage. 2. **[Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?](https://md.research.elamur.ai/free/en/papers/lee-2024-long-context-language-models-subsume/)** *(2024 · 53 citations)* Long-context language models (LCLMs) can now read inputs of up to a million tokens. This raises the question of whether they could replace separate tools such as retrievers, RAG pipelines and SQL engines. Existing long-context tests are either synthetic, like needle-in-a-haystack, or fixed in length, so they cannot… ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Modeling Fine-Grained Entity Types with Box Embeddings ↗](https://aclanthology.org/2021.acl-long.160/) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yet**Yasumasa Onoe et al.*2021 · 90 citations* 2. [**Gecko: Versatile Text Embeddings Distilled from Large Language Models arXiv:2403.20327**Jinhyuk Lee, Zhuyun Dai, Xiaoqi Ren, et al.*2024 · 74 citations*](https://md.research.elamur.ai/free/en/papers/lee-2024-gecko-versatile-text-embeddings-distilled/) 3. [**Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More? arXiv:2406.13121**Jinhyuk Lee, Anthony Chen, Zhuyun Dai, et al.*2024 · 53 citations*](https://md.research.elamur.ai/free/en/papers/lee-2024-long-context-language-models-subsume/) ## Co-authors here 12 co-authors with a page, the most papers together first. - [Jinhyuk Lee](https://md.research.elamur.ai/free/en/authors/jinhyuk-lee/) ×2 - [Yi Luan](https://md.research.elamur.ai/free/en/authors/yi-luan/) ×2 - [Zhuyun Dai](https://md.research.elamur.ai/free/en/authors/zhuyun-dai/) ×2 - [Anthony Chen](https://md.research.elamur.ai/free/en/authors/anthony-chen/) - [Daniel Cer](https://md.research.elamur.ai/free/en/authors/daniel-cer/) - [Devendra Sachan](https://md.research.elamur.ai/free/en/authors/devendra-sachan/) - [Dheeru Dua](https://md.research.elamur.ai/free/en/authors/dheeru-dua/) - [Hexiang Hu](https://md.research.elamur.ai/free/en/authors/hexiang-hu/) - [Jeremy R. Cole](https://md.research.elamur.ai/free/en/authors/jeremy-r-cole/) - [Kai Hui](https://md.research.elamur.ai/free/en/authors/kai-hui/) - [Siddharth Dalmia](https://md.research.elamur.ai/free/en/authors/siddharth-dalmia/) - [Xiaoqi Ren](https://md.research.elamur.ai/free/en/authors/xiaoqi-ren/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) ## Cited by Papers of our library cite their works 186 times (of the 149,439 papers whose bibliographies we read); [39 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/michael-boratko/cited-by/). Updated 30 October 2026