Hyuk Namgoong

5 papers · 2024–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) ❓ The Questioner

Venues

EACL (2) ACL (1) EMNLP (1) IJCNLP (1)

Top co-authors

Sangkeun Jung (5) Jeesu Jung (3) Yerim Han (2) Hyeonseok Kang (2) YoonHyung Roh (1) Hyein Seo (1) Yohan Lee (1) Goun Pyeon (1)

Research topics

Artificial Intelligence (5) Core AI (5) Machine Learning (3) Application Areas (3) Deep Learning (2) Natural Language Processing (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (1) Models (1) Resources & Methods (1) Understanding (1)

Keywords

large language model (3) multi-agent system (2) data augmentation (2) domain adaptation (2) text generation (1) multimodal learning (1) visual reasoning (1) parameter efficient (1) iterative refinement (1) reward model (1) mixture of expert (1) mathematical problem solving (1) spatial reasoning (1) multi-agent collaboration (1) problem paraphrasing (1) accuracy improvement (1) formal representation (1) chart generation (1) automated code generation (1) geometry problem (1)

Papers

R-GDA: Reflective Guidance Data Augmentation with Multi-Agent Feedback for Domain-Specific Named Entity Recognition EACL 2026 When Does Auxiliary Modality Matter in Solving Geometric Problems? A Comprehensive Study of Textual, Formal, and Visual Modalities EACL 2026 AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation EMNLP 2025 An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving IJCNLP 2025 Exploring Domain Robust Lightweight Reward Models based on Router Mechanism ACL 2024