--- title: "Hyeonseok Moon · Korea University — author profile and papers" description: "Hyeonseok Moon, Korea University: 3 papers on Elamur Research (2023–2026), h-index 8 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/hyeonseok-moon/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/hyeonseok-moon/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Hyeonseok Moon # Hyeonseok Moon Hyeonseok Moon has 3 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/), [English](https://md.research.elamur.ai/free/en/topics/english/); often with [Heuiseok Lim](https://md.research.elamur.ai/free/en/authors/heuiseok-lim/), [Chanjun Park](https://md.research.elamur.ai/free/en/authors/chanjun-park/), [Jaehyung Seo](https://md.research.elamur.ai/free/en/authors/jaehyung-seo/). 3 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5048597650) · [ORCID](https://orcid.org/0000-0002-0841-4262) · [**h-index 8**](https://openalex.org/authors/A5048597650) · [83 works](https://openalex.org/works?filter=author.id:A5048597650) · [287 citations](https://openalex.org/works?filter=author.id:A5048597650&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/hyeonseok-moon/#papers) · [🔗 Cited 24 times in our library](https://md.research.elamur.ai/free/en/authors/hyeonseok-moon/cited-by/) · [6 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #11249](https://md.research.elamur.ai/free/en/paper-stars/page/113/#star-11249) 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=Hyeonseok+Moon) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Hyeonseok+Moon) · [dblp](https://dblp.org/search?q=Hyeonseok+Moon) · [ACL Anthology](https://aclanthology.org/search/?q=Hyeonseok+Moon) ## Affiliations [🎓**Korea University** Seoul · South Korea 2021–2026 · 85 papers*current*](https://md.research.elamur.ai/free/en/universities/korea-university/) · [🎓**Korea University** Tokyo · Japan 2021–2026 · 21 papers*current*](https://md.research.elamur.ai/free/en/universities/korea-university-jp/) · [🎓**Sookmyung Women's University** Seoul · South Korea 2026 · 3 papersEmployment since 2026 · Assistant Professor, Division of Artificial Intelligence Engineering*current*](https://ror.org/00vvvt117) · [🏢**Samsung** Seoul · South Korea 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/samsung-south-korea/) · [🏢**Samsung Electronics** Seoul · South Korea 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/samsung-electronics/) 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 5 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/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [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 3 Research subjects and languages the work is about.[Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [English · 1 work](https://md.research.elamur.ai/free/en/topics/english/) · [Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/hyeonseok-moon/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/hyeonseok-moon/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[PEEP-Talk: A Situational Dialogue-based Chatbot for English Education](https://md.research.elamur.ai/free/en/papers/lee-2023-peep-talk-situational-dialogue-based/)** *(2023 · 9 citations)* Learners of English as a foreign language rarely get to practise realistic conversation. Existing tutoring chatbots tend to be rule-based, cope poorly with off-topic input, and give little feedback. PEEP-Talk addresses this with three parts: 2. **[NeedleChain: Measuring Intact Context Comprehension Capability of Large Language Models](https://md.research.elamur.ai/free/en/papers/moon-2026-needlechain-measuring-intact-context-comprehension/)** *(2026)* Long-context benchmarks for LLMs usually mix a small amount of query-relevant evidence with a lot of filler, as in the needle-in-a-haystack (NIAH) setup. 3. **[Towards Privacy-Preserving Large Language Model: Text-free Inference Through Alignment and Adaptation](https://md.research.elamur.ai/free/en/papers/yoon-2026-privacy-preserving-large-language-model/)** *(2026)* Cloud LLM services usually receive user prompts as plain text, so medical, legal or personal details can leak through interception, breaches, logs or later training. ## All works 9 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[Improving Formality-Sensitive Machine Translation Using Data-Centric Approaches and Prompt Engineering ↗](https://aclanthology.org/2023.iwslt-1.40/) Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023) · no summary yet**Seungjun Lee et al.*2023 · 11 citations* 2. **[PEEP-Talk: A Situational Dialogue-based Chatbot for English Education](https://md.research.elamur.ai/free/en/papers/lee-2023-peep-talk-situational-dialogue-based/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Seungjun Lee, Yoonna Jang, Chanjun Park, et al.*2023 · 9 citations* 3. **[KU X Upstage's Submission for the WMT22 Quality Estimation: Critical Error Detection Shared Task ↗](https://aclanthology.org/2022.wmt-1.56/) Proceedings of the Seventh Conference on Machine Translation (WMT) · no summary yet**Sugyeong Eo et al.*2022 · 5 citations* 4. **[Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning ↗](https://arxiv.org/abs/2504.05047) arXiv:2504.05047 · no summary yet**Sugyeong Eo et al.*2025 · 4 citations* 5. **[Data-Driven Approach for Formality-Sensitive Machine Translation: Language-Specific Handling and Synthetic Data Generation ↗](https://arxiv.org/abs/2306.14514) arXiv:2306.14514 · no summary yet**Seugnjun Lee et al.*2023 · 1 citation* 6. **[QUAK: A Synthetic Quality Estimation Dataset for Korean-English Neural Machine Translation ↗](https://aclanthology.org/2022.coling-1.460/) Proceedings of the 29th International Conference on Computational Linguistics · no summary yet**Sugyeong Eo et al.*2022 · 1 citation* 7. **[NeedleChain: Measuring Intact Context Comprehension Capability of Large Language Models](https://md.research.elamur.ai/free/en/papers/moon-2026-needlechain-measuring-intact-context-comprehension/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Hyeonseok Moon, Heuiseok Lim*2026* 8. **[Towards Privacy-Preserving Large Language Model: Text-free Inference Through Alignment and Adaptation](https://md.research.elamur.ai/free/en/papers/yoon-2026-privacy-preserving-large-language-model/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jeongho Yoon, Chanhee Park, Yongchan Chun, et al.*2026* 9. **[Detecting Critical Errors Considering Cross-Cultural Factors in English-Korean Translation ↗](https://aclanthology.org/2024.lrec-main.421/) Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yet**Sugyeong Eo et al.*2024* ## Co-authors here 4 co-authors with a page, the most papers together first. - [Heuiseok Lim](https://md.research.elamur.ai/free/en/authors/heuiseok-lim/) ×3 - [Chanjun Park](https://md.research.elamur.ai/free/en/authors/chanjun-park/) - [Jaehyung Seo](https://md.research.elamur.ai/free/en/authors/jaehyung-seo/) - [Yoonna Jang](https://md.research.elamur.ai/free/en/authors/yoonna-jang/) ## 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/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2023](https://md.research.elamur.ai/free/en/venues/acl/2023/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) - Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023) - Proceedings of the 29th International Conference on Computational Linguistics - Proceedings of the Seventh Conference on Machine Translation (WMT) ## Cited by Papers of our library cite their works 24 times (of the 149,439 papers whose bibliographies we read); [4 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/hyeonseok-moon/cited-by/). Updated 2 November 2026