--- title: "Stanley Jungkyu Choi — author profile and papers · Reasoning" description: "Stanley Jungkyu Choi, LG AI Research: 2 papers on Elamur Research (2026), h-index 4 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/stanley-jungkyu-choi/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/stanley-jungkyu-choi/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Stanley Jungkyu Choi # Stanley Jungkyu Choi Stanley Jungkyu Choi has 2 papers in our library, in 2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Code & programming languages](https://md.research.elamur.ai/free/en/topics/code-and-programming/), [Semantic parsing & meaning representation](https://md.research.elamur.ai/free/en/topics/semantic-parsing/); often with [Dilek Hakkani-Tür](https://md.research.elamur.ai/free/en/authors/dilek-hakkani-tur/), [Minjun Park](https://md.research.elamur.ai/free/en/authors/minjun-park/), [Takyoung Kim](https://md.research.elamur.ai/free/en/authors/takyoung-kim/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5021052817) · [ORCID](https://orcid.org/0009-0001-0297-4269) · [**h-index 4**](https://openalex.org/authors/A5021052817) · [32 works](https://openalex.org/works?filter=author.id:A5021052817) · [72 citations](https://openalex.org/works?filter=author.id:A5021052817&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/stanley-jungkyu-choi/#papers) · [⭐ Paper Stars ranking: #12229](https://md.research.elamur.ai/free/en/paper-stars/page/123/#star-12229) 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=Stanley+Jungkyu+Choi) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Stanley+Jungkyu+Choi) · [dblp](https://dblp.org/search?q=Stanley+Jungkyu+Choi) · [ACL Anthology](https://aclanthology.org/search/?q=Stanley+Jungkyu+Choi) ## Affiliations [🏢**LG AI Research** Seoul · South Korea 2021–2026 · 16 papers*current*](https://md.research.elamur.ai/free/en/companies/lg-ai-research/) 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 7 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/) · [Computer Networks and Communications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-networks-and-communications/) · [General Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/general-social-sciences/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 3 Research subjects and languages the work is about.[Code & programming languages · 1 work](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Semantic parsing & meaning representation · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Topic modeling · 1 work](https://md.research.elamur.ai/free/en/concepts/topic-modeling/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/stanley-jungkyu-choi/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[From Documents to Segments: A Contextual Reformulation for Topic Assignment](https://md.research.elamur.ai/free/en/papers/yoon-2026-documents-segments-contextual-reformulation-topic/)** *(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](https://md.research.elamur.ai/free/en/papers/park-2026-resql-self-improving-framework-reasoning/)** *(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. - [Dilek Hakkani-Tür](https://md.research.elamur.ai/free/en/authors/dilek-hakkani-tur/) - [Minjun Park](https://md.research.elamur.ai/free/en/authors/minjun-park/) - [Takyoung Kim](https://md.research.elamur.ai/free/en/authors/takyoung-kim/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 Updated 1 November 2026