--- title: "Edward Choi — author profile and papers — Elamur Research" description: "Edward Choi, Korea Advanced Institute of Science and Technology: 2 papers on Elamur Research (2025–2026), h-index 29 — affiliations…" canonical: "https://research.elamur.ai/free/en/authors/edward-choi/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/edward-choi/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Edward Choi # Edward Choi Edward Choi has 2 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Grammatical error correction & learner language](https://md.research.elamur.ai/free/en/topics/grammatical-error-correction/); often with [Alice Oh](https://md.research.elamur.ai/free/en/authors/alice-oh/), [Thomas Demeester](https://md.research.elamur.ai/free/en/authors/thomas-demeester/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5034622258) · [ORCID](https://orcid.org/0000-0002-5958-3509) · [**h-index 29**](https://openalex.org/authors/A5034622258) · [126 works](https://openalex.org/works?filter=author.id:A5034622258) · [6,326 citations](https://openalex.org/works?filter=author.id:A5034622258&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/edward-choi/#papers) · [🔗 Cited 15 times in our library](https://md.research.elamur.ai/free/en/authors/edward-choi/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10697](https://md.research.elamur.ai/free/en/paper-stars/page/107/#star-10697) 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=Edward+Choi) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Edward+Choi) · [dblp](https://dblp.org/search?q=Edward+Choi) · [ACL Anthology](https://aclanthology.org/search/?q=Edward+Choi) ## Affiliations [🎓**Korea Advanced Institute of Science and Technology** Daejeon · South Korea 2020–2026 · 66 papers*current*](https://md.research.elamur.ai/free/en/universities/korea-advanced-institute-of-science-and-technology/) · [🎓**Georgia Institute of Technology** Atlanta · United States 2015–2019 · 13 papers](https://md.research.elamur.ai/free/en/universities/georgia-institute-of-technology/) · [🏢**Google** Mountain View · United States 2019–2022 · 4 papers](https://md.research.elamur.ai/free/en/companies/google/) · [🏢**NAVER Cloud** Seongnam-si · South Korea 2022–2025 · 3 papers](https://md.research.elamur.ai/free/en/companies/naver-cloud/) · [🏢**Naver** Seongnam-si · South Korea 2022–2024 · 3 papers](https://md.research.elamur.ai/free/en/companies/naver/) · [🎓**Yonsei University** Seoul · South Korea 2023–2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/yonsei-university/) · [🏢**Amazon** Seattle · United States 2023 · 2 papers](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**University of California, Berkeley** Berkeley · United States 2021–2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 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).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) 🧭 Topics 4 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [English · 1 work](https://md.research.elamur.ai/free/en/topics/english/) · [Grammatical error correction & learner language · 1 work](https://md.research.elamur.ai/free/en/topics/grammatical-error-correction/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/edward-choi/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/edward-choi/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Trans-EnV: A Framework for Evaluating the Linguistic Robustness of LLMs Against English Varieties](https://md.research.elamur.ai/free/en/papers/lee-2025-trans-env-framework-evaluating-linguistic/)** *(2025 · 3 citations)* LLM benchmarks are written almost entirely in Standard American English (SAE), so it is unclear how well models serve people who use regional dialects or write English as a second language (ESL). The authors built Trans-EnV, a pipeline that rewrites existing SAE benchmark items into a chosen English variety. 2. **[Modeling Clinical Uncertainty in Radiology Reports: From Explicit Uncertainty Markers to Implicit Reasoning Pathways](https://md.research.elamur.ai/free/en/papers/rabaey-2026-modeling-clinical-uncertainty-radiology-reports/)** *(2026 · 1 citation)* Chest X-ray reports carry two kinds of uncertainty that structuring pipelines usually miss. The first is explicit: radiologists hedge with words like "likely" or "cannot be excluded", and how strong that hedge is depends on context. The second is implicit: reports often state only a diagnosis and leave out the… ## All works 4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer ↗](https://doi.org/10.1609/aaai.v34i01.5400) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Edward Choi et al.*2020 · 256 citations* 2. **[Trans-EnV: A Framework for Evaluating the Linguistic Robustness of LLMs Against English Varieties](https://md.research.elamur.ai/free/en/papers/lee-2025-trans-env-framework-evaluating-linguistic/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Jiyoung Lee, Seungho Kim, Jieun Han, et al.*2025 · 3 citations* 3. **[Modeling Clinical Uncertainty in Radiology Reports: From Explicit Uncertainty Markers to Implicit Reasoning Pathways](https://md.research.elamur.ai/free/en/papers/rabaey-2026-modeling-clinical-uncertainty-radiology-reports/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Paloma Rabaey, Jong Hak Moon, Jung-Oh Lee, et al.*2026 · 1 citation* 4. **[Rethinking Style Transformer with Energy-based Interpretation: Adversarial Unsupervised Style Transfer using a Pretrained Model ↗](https://aclanthology.org/2022.emnlp-main.366/) Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yet**Hojun Cho et al.*2022* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Alice Oh](https://md.research.elamur.ai/free/en/authors/alice-oh/) - [Thomas Demeester](https://md.research.elamur.ai/free/en/authors/thomas-demeester/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/): [LREC 2026](https://md.research.elamur.ai/free/en/venues/lrec/2026/) - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2025](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2025/) - Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing - Proceedings of the AAAI Conference on Artificial Intelligence ## Cited by Papers of our library cite their works 15 times (of the 149,439 papers whose bibliographies we read); [5 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/edward-choi/cited-by/). Updated 30 October 2026