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Stanley Jungkyu Choi

Stanley Jungkyu Choi has 2 papers in our library, in 2026, most of them on Reasoning, Code & programming languages, Semantic parsing & meaning representation; often with Dilek Hakkani-Tür, Minjun Park, Takyoung Kim.

2 papers in our library · 2026

OpenAlex · ORCID · h-index 4 · 32 works · 72 citations OpenAlex, 2026-10-14

📄 2 works in our library · ⭐ Paper Stars ranking: #12229

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

🏢LG AI ResearchSeoul · South Korea2021–2026 · 16 paperscurrent

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.

 Fields, topics and concepts

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

📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Networks and Communications · 1 workGeneral Social Sciences · 1 workSocial Sciences · 1 work

🧭 Topics 3Research subjects and languages the work is about.Code & programming languages · 1 workReasoning · 1 workSemantic parsing & meaning representation · 1 work

💡 Concepts 1Key ideas and methods explained on our concept pages.Topic modeling · 1 work

 Works by year

2020s

20262 papers

 Papers

The most cited first (OpenAlex and our library).

  1. From Documents to Segments: A Contextual Reformulation for Topic Assignment (2026)
    Standard topic models treat a whole document as the unit that receives topics. Many real texts, such as reviews or survey answers, mix several themes in a few sentences. This causes "topic contamination": a retrieved topic drags in unrelated content.
  2. ReSQL: Self-Improving Framework for Reasoning-Aware Text-to-SQL Dataset Generation (2026)
    Small and mid-sized LLMs often produce SQL that fails to execute, and they are poor at repairing their own mistakes.

 Co-authors here

3 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.

Updated

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