Youngseo Son
Youngseo Son has 2 papers in our library, in 2026, most of them on Named entity recognition, Language models & pretraining; often with Manas Paldhe, Seyedali Mohammadi.
OpenAlex · ORCID · h-index 9 · 29 works · 424 citations OpenAlex, 2026-10-14
Affiliations
🎓Stony Brook UniversityStony Brook ·
United States2017–2023 · 8 papers🎓Southern Methodist UniversityDallas ·
United States2023 · 2 papers
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workNamed entity recognition · 1 work
Works by year
2020s
Papers
- LingVarBench: Benchmarking LLMs on Entity Recognitions and Linguistic Verbalization Patterns in Phone-Call Transcripts (2026)
Extracting structured fields such as names, birth dates or ZIP codes from phone-call transcripts is difficult. - Transfer Learning for Generalizable Automated LLM Improvement Pipeline for IVR Navigation (2026)
The paper tackles a practical healthcare problem. Calls to health insurers often stall in interactive voice response (IVR) menus that are brittle, payer-specific, and sometimes deliberately obstructive, for example forcing callers through long benefit summaries before they can reach an agent. Writing an LLM prompt by…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
Updated
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