--- title: "Soyeong Jeong — author profile and papers — Elamur Research" description: "Soyeong Jeong, Korea Advanced Institute of Science and Technology: 2 papers on Elamur Research (2024–2026), h-index 7 — affiliations…" canonical: "https://research.elamur.ai/free/en/authors/soyeong-jeong/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/soyeong-jeong/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Soyeong Jeong # Soyeong Jeong Soyeong Jeong has 2 papers in our library, in 2024–2026, most of them on [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Jinheon Baek](https://md.research.elamur.ai/free/en/authors/jinheon-baek/), [Sung Ju Hwang](https://md.research.elamur.ai/free/en/authors/sung-ju-hwang/), [Jong C. Park](https://md.research.elamur.ai/free/en/authors/jong-c-park/). 2 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5088628107) · [ORCID](https://orcid.org/0000-0003-3428-0365) · [**h-index 7**](https://openalex.org/authors/A5088628107) · [40 works](https://openalex.org/works?filter=author.id:A5088628107) · [354 citations](https://openalex.org/works?filter=author.id:A5088628107&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/soyeong-jeong/#papers) · [🔗 Cited 241 times in our library](https://md.research.elamur.ai/free/en/authors/soyeong-jeong/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4947](https://md.research.elamur.ai/free/en/paper-stars/page/50/#star-4947) 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=Soyeong+Jeong) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Soyeong+Jeong) · [dblp](https://dblp.org/search?q=Soyeong+Jeong) · [ACL Anthology](https://aclanthology.org/search/?q=Soyeong+Jeong) ## Affiliations [🎓**Korea Advanced Institute of Science and Technology** Daejeon · South Korea 2022–2026 · 22 papers*current*](https://md.research.elamur.ai/free/en/universities/korea-advanced-institute-of-science-and-technology/) 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/) · [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/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 2 Research subjects and languages the work is about.[Information retrieval & search · 2 works](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Retrieval-augmented generation · 1 work](https://md.research.elamur.ai/free/en/concepts/retrieval-augmented-generation/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/soyeong-jeong/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/soyeong-jeong/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity](https://md.research.elamur.ai/free/en/papers/jeong-2024-adaptive-rag-learning-adapt-retrieval/)** *(2024 · 382 citations)* Retrieval-augmented LLMs often apply one fixed strategy to every question. Iterative multi-step pipelines waste computation on easy questions, while single-step or no-retrieval setups break down on multi-hop ones. Adaptive-RAG instead routes each incoming query to one of three strategies: answering from the LLM's own… 2. **[UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities](https://md.research.elamur.ai/free/en/papers/yeo-2026-universalrag-retrieval-augmented-generation-over/)** *(2026 · 4 citations)* Most retrieval-augmented generation (RAG) systems search one corpus in one modality, although real questions may need text, images, video or a mix, at very different levels of detail. ## 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. **[Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity](https://md.research.elamur.ai/free/en/papers/jeong-2024-adaptive-rag-learning-adapt-retrieval/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Soyeong Jeong, Jinheon Baek, Sukmin Cho, et al.*2024 · 382 citations* 2. **[CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation ↗](https://aclanthology.org/2025.findings-emnlp.1220/) Findings of the Association for Computational Linguistics: EMNLP 2025 · no summary yet**Emilio Villa-Cueva et al.*2025 · 5 citations* 3. **[UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities](https://md.research.elamur.ai/free/en/papers/yeo-2026-universalrag-retrieval-augmented-generation-over/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Woongyeong Yeo, Kangsan Kim, Soyeong Jeong, et al.*2026 · 4 citations* ## Co-authors here 3 co-authors with a page, the most papers together first. - [Jinheon Baek](https://md.research.elamur.ai/free/en/authors/jinheon-baek/) ×2 - [Sung Ju Hwang](https://md.research.elamur.ai/free/en/authors/sung-ju-hwang/) ×2 - [Jong C. Park](https://md.research.elamur.ai/free/en/authors/jong-c-park/) ## 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/) - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2024](https://md.research.elamur.ai/free/en/venues/naacl/2024/) - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/) - Findings of the Association for Computational Linguistics: EMNLP 2025 ## Cited by Papers of our library cite their works 241 times (of the 149,439 papers whose bibliographies we read); [66 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/soyeong-jeong/cited-by/). Updated 2 November 2026