--- title: "Juyoung Suk — author profile and papers — Elamur Research" description: "Juyoung Suk, Korea Advanced Institute of Science and Technology: 2 papers on Elamur Research (2024–2025), h-index 4 — affiliations…" canonical: "https://research.elamur.ai/free/en/authors/juyoung-suk/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/juyoung-suk/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Juyoung Suk # Juyoung Suk Juyoung Suk has 2 papers in our library, in 2024–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Graham Neubig](https://md.research.elamur.ai/free/en/authors/graham-neubig/), [Sean Welleck](https://md.research.elamur.ai/free/en/authors/sean-welleck/), [Seungone Kim](https://md.research.elamur.ai/free/en/authors/seungone-kim/). 2 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5102686329) · [**h-index 4**](https://openalex.org/authors/A5102686329) · [10 works](https://openalex.org/works?filter=author.id:A5102686329) · [82 citations](https://openalex.org/works?filter=author.id:A5102686329&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/juyoung-suk/#papers) · [🔗 Cited 307 times in our library](https://md.research.elamur.ai/free/en/authors/juyoung-suk/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5192](https://md.research.elamur.ai/free/en/paper-stars/page/52/#star-5192) 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=Juyoung+Suk) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Juyoung+Suk) · [dblp](https://dblp.org/search?q=Juyoung+Suk) · [ACL Anthology](https://aclanthology.org/search/?q=Juyoung+Suk) ## Affiliations [🎓**Korea Advanced Institute of Science and Technology** Daejeon · South Korea 2024–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/korea-advanced-institute-of-science-and-technology/) · [🏢**LG AI Research** Seoul · South Korea 2024 · 2 papers](https://md.research.elamur.ai/free/en/companies/lg-ai-research/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 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/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/juyoung-suk/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/juyoung-suk/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models](https://md.research.elamur.ai/free/en/papers/kim-2024-prometheus-2-open-source-language/)** *(2024 · 234 citations)* Teams often use proprietary models such as GPT-4 to judge LM outputs, but these judges are opaque, hard to control, and costly. 2. **[Evaluating Language Models as Synthetic Data Generators](https://md.research.elamur.ai/free/en/papers/kim-2025-evaluating-language-models-as-synthetic/)** *(2025 · 32 citations)* Synthetic data now drives much of language model post-training. Earlier data-generation studies, however, each used different generator LMs, data volumes, student models and benchmarks, so their results cannot be compared to show which LM produces the most useful training data. Kim et al. address this with… ## All works 4 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. [**Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models arXiv:2405.01535**Seungone Kim, Juyoung Suk, Shayne Longpre, et al.*2024 · 234 citations*](https://md.research.elamur.ai/free/en/papers/kim-2024-prometheus-2-open-source-language/) 2. **[The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models ↗](https://aclanthology.org/2025.naacl-long.303/) Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yet**Seungone Kim et al.*2025 · 57 citations* 3. **[Evaluating Language Models as Synthetic Data Generators](https://md.research.elamur.ai/free/en/papers/kim-2025-evaluating-language-models-as-synthetic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Seungone Kim, Juyoung Suk, Xiang Yue, et al.*2025 · 32 citations* 4. **[On the limits and opportunities of AI reviewers: Reviewing the reviews of Nature-family papers with 45 expert scientists ↗](https://arxiv.org/abs/2605.20668) arXiv:2605.20668 · no summary yet**Seungone Kim et al.*2026 · 2 citations* ## Co-authors here 12 of 14 co-authors with a page, the most papers together first. - [Graham Neubig](https://md.research.elamur.ai/free/en/authors/graham-neubig/) ×2 - [Sean Welleck](https://md.research.elamur.ai/free/en/authors/sean-welleck/) ×2 - [Seungone Kim](https://md.research.elamur.ai/free/en/authors/seungone-kim/) ×2 - [Bill Yuchen Lin](https://md.research.elamur.ai/free/en/authors/bill-yuchen-lin/) - [Carolin Lawrence](https://md.research.elamur.ai/free/en/authors/carolin-lawrence/) - [Jamin Shin](https://md.research.elamur.ai/free/en/authors/jamin-shin/) - [Kiril Gashteovski](https://md.research.elamur.ai/free/en/authors/kiril-gashteovski/) - [Kyungjae Lee](https://md.research.elamur.ai/free/en/authors/kyungjae-lee/) - [Minjoon Seo](https://md.research.elamur.ai/free/en/authors/minjoon-seo/) - [Moontae Lee](https://md.research.elamur.ai/free/en/authors/moontae-lee/) - [Shayne Longpre](https://md.research.elamur.ai/free/en/authors/shayne-longpre/) - [Vijay Viswanathan](https://md.research.elamur.ai/free/en/authors/vijay-viswanathan/) ## 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 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) ## Cited by Papers of our library cite their works 307 times (of the 149,439 papers whose bibliographies we read); [71 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/juyoung-suk/cited-by/). Updated 30 October 2026