--- title: "Seonghyeon Ye — author profile and papers — Elamur Research" description: "Seonghyeon Ye: 2 papers on Elamur Research (2023), h-index 9 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/seonghyeon-ye/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/seonghyeon-ye/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Seonghyeon Ye # Seonghyeon Ye Seonghyeon Ye has 2 papers in our library, in 2023, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Doyoung Kim](https://md.research.elamur.ai/free/en/authors/doyoung-kim/), [Minjoon Seo](https://md.research.elamur.ai/free/en/authors/minjoon-seo/), [Seungone Kim](https://md.research.elamur.ai/free/en/authors/seungone-kim/). 2 papers in our library · 2023 [OpenAlex](https://openalex.org/A5079527195) · [**h-index 9**](https://openalex.org/authors/A5079527195) · [28 works](https://openalex.org/works?filter=author.id:A5079527195) · [305 citations](https://openalex.org/works?filter=author.id:A5079527195&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/seonghyeon-ye/#papers) · [🔗 Cited 189 times in our library](https://md.research.elamur.ai/free/en/authors/seonghyeon-ye/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4618](https://md.research.elamur.ai/free/en/paper-stars/page/47/#star-4618) 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=Seonghyeon+Ye) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Seonghyeon+Ye) · [dblp](https://dblp.org/search?q=Seonghyeon+Ye) · [ACL Anthology](https://aclanthology.org/search/?q=Seonghyeon+Ye) ## Affiliations [🎓**Korea Advanced Institute of Science and Technology** Daejeon · South Korea 2021–2025 · 15 papers](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. 2 more institutions on single bylines are not listed. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [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/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2023** 2 papers Seonghyeon Ye's papers of 2023](https://md.research.elamur.ai/free/en/authors/seonghyeon-ye/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning](https://md.research.elamur.ai/free/en/papers/kim-2023-cot-collection-improving-zero-shot/)** *(2023 · 116 citations)* Models under roughly 100B parameters usually gain little from chain-of-thought (CoT) prompting on unfamiliar tasks. 2. **[FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets](https://md.research.elamur.ai/free/en/papers/ye-2023-flask-fine-grained-language-model/)** *(2023 · 94 citations)* Judging how well instruction-following LLMs align with human expectations is difficult. A single prompt may draw on several abilities at once, and the relevant abilities change from prompt to prompt, so one preference score or a fixed metric suite hides much of the picture. The KAIST authors propose FLASK, a protocol… ## 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. **[The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning](https://md.research.elamur.ai/free/en/papers/kim-2023-cot-collection-improving-zero-shot/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Seungone Kim, Se Joo, Doyoung Kim, et al.*2023 · 116 citations* 2. [**FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets arXiv:2307.10928**Seonghyeon Ye, Doyoung Kim, Sungdong Kim, et al.*2023 · 94 citations*](https://md.research.elamur.ai/free/en/papers/ye-2023-flask-fine-grained-language-model/) 3. **[Exploring the Benefits of Training Expert Language Models over Instruction Tuning ↗](https://arxiv.org/abs/2302.03202) arXiv:2302.03202 · no summary yet**Joel Jang et al.*2023 · 58 citations* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Doyoung Kim](https://md.research.elamur.ai/free/en/authors/doyoung-kim/) ×2 - [Minjoon Seo](https://md.research.elamur.ai/free/en/authors/minjoon-seo/) ×2 - [Seungone Kim](https://md.research.elamur.ai/free/en/authors/seungone-kim/) ×2 - [James Thorne](https://md.research.elamur.ai/free/en/authors/james-thorne/) - [Jamin Shin](https://md.research.elamur.ai/free/en/authors/jamin-shin/) - [Joel Jang](https://md.research.elamur.ai/free/en/authors/joel-jang/) - [Sungdong Kim](https://md.research.elamur.ai/free/en/authors/sungdong-kim/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2023](https://md.research.elamur.ai/free/en/venues/emnlp/2023/) ## Cited by Papers of our library cite their works 189 times (of the 141,840 papers whose bibliographies we read); [23 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/seonghyeon-ye/cited-by/). Updated 24 October 2026