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Guijin Son

Guijin Son has 4 papers in our library, in 2024–2025, most of them on Multilingual & cross-lingual NLP, Reasoning, Language models & pretraining; often with Hyunwoo Ko, Hitesh Laxmichand Patel, James Thorne.

4 papers in our library · 2024–2025

OpenAlex · h-index 4 · 40 works · 41 citations OpenAlex, 2026-10-14

📄 4 works in our library · 🔗 Cited 187 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #6384

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 Korea2026 · 3 paperscurrent🏢NAVER CloudSeongnam-si · South Korea2026 · 1 papercurrent🎓Yonsei UniversitySeoul · South Korea2021–2025 · 8 papers🎓Chung-Ang UniversitySeoul · South Korea2024–2025 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 10The field of science this work belongs to (OpenAlex fields).Computer Science · 4 worksArts and Humanities · 3 worksArtificial Intelligence · 3 worksComputer Vision and Pattern Recognition · 3 worksLanguage and Linguistics · 3 worksApplied Mathematics · 1 workDecision Sciences · 1 workInformation Systems · 1 workManagement Science and Operations Research · 1 workMathematics · 1 work

🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workMultilingual & cross-lingual NLP · 2 worksReasoning · 2 works

 Works by year

2020s

20253 papers20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. KMMLU: Measuring Massive Multitask Language Understanding in Korean (2025 · 76 citations)
    Korean LLM evaluation has mostly relied on translations of English benchmarks such as MMLU, which are often private.
  2. LLM-as-a-Judge & Reward Model: What They Can and Cannot Do (2024 · 27 citations)
    Automated evaluators, meaning LLM-as-a-Judge setups and reward models (RMs), increasingly replace human raters when scoring long-form LLM outputs and guiding RL-based alignment.
  3. Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning (2025 · 24 citations)
    The paper asks whether test-time scaling methods, which spend extra compute at inference, help mathematical reasoning across many languages as they do in English.
  4. Pushing on Multilingual Reasoning Models with Language-Mixed Chain-of-Thought (2025 · 7 citations)
    Most open work on distilling long chain-of-thought reasoning into smaller models targets English or Chinese.

All works

7 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them.

  1. KMMLU: Measuring Massive Multitask Language Understanding in KoreanConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Guijin Son, Hanwool Lee, Sungdong Kim, et al.2025 · 76 citations
  2. The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models ↗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 yetSeungone Kim et al.2025 · 57 citations
  3. LLM-as-a-Judge & Reward Model: What They Can and Cannot DoarXiv:2409.11239Guijin Son, Hyunwoo Ko, Hoyoung Lee, et al.2024 · 27 citations
  4. Linguistic Generalizability of Test-Time Scaling in Mathematical ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Guijin Son, Jiwoo Hong, Hyunwoo Ko, et al.2025 · 24 citations
  5. When AI Co-Scientists Fail: SPOT-a Benchmark for Automated Verification of Scientific Research ↗arXiv:2505.11855 · no summary yetGuijin Son et al.2025 · 13 citations
  6. Pushing on Multilingual Reasoning Models with Language-Mixed Chain-of-ThoughtarXiv:2510.04230Guijin Son, Donghun Yang, Hitesh Laxmichand Patel, et al.2025 · 7 citations
  7. Soohak: A Mathematician-Curated Benchmark for Evaluating Research-level Math Capabilities of LLMs ↗arXiv:2605.09063 · no summary yetGuijin Son et al.2026 · 1 citation

 Co-authors here

12 co-authors 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 187 times (of the 149,439 papers whose bibliographies we read); 51 citing papers with a page here →.

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