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Kyoung-Woon On

Kyoung-Woon On has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Evaluation & benchmarks, Reasoning; often with Wonseok Hwang.

2 papers in our library · 2025–2026

OpenAlex · h-index 9 · 42 works · 571 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 22 times in our library · ⭐ Paper Stars ranking: #8526

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Seoul National UniversitySeoul · South Korea2015–2021 · 13 papers🏢Kakao BrainSeongnam-si · South Korea2021–2024 · 11 papers🏢Kakao CorporationJeju City · South Korea2023–2024 · 2 papers🎓Seoul National University of Science and TechnologySeoul · South Korea2019 · 2 papers🎓Hongik UniversitySeoul · South Korea2013 · 2 papers

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 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksPolitical Science and International Relations · 1 workSocial Sciences · 1 work

🧭 Topics 4Research subjects and languages the work is about.Language models & pretraining · 1 workEvaluation & benchmarks · 1 workLegal AI · 1 workReasoning · 1 work

 Works by year

2020s

20261 paper20251 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Binary Classifier Optimization for Large Language Model Alignment (2025 · 26 citations)
    Deployed chat assistants mostly gather simple thumbs-up/thumbs-down ratings. Standard alignment methods such as RLHF and DPO, however, need pairs of a preferred and a dispreferred response. Jung et al. (Kakao Corp) offer a theoretical bridge between the two. They show that a binary classifier whose logit is the…
  2. Korean Canonical Legal Benchmark: Toward Knowledge-Independent Evaluation of LLMs' Legal Reasoning Capabilities (2026 · 3 citations)
    Legal tasks mix domain knowledge with reasoning, so it is hard to tell whether an LLM fails because it lacks legal facts or because it reasons poorly.

 Co-authors here

1 co-author with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 22 times (of the 149,439 papers whose bibliographies we read); 6 citing papers with a page here →.

Updated

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