Hyun Ryu smiling outdoors

Hyun Ryu 류현

Master’s student · Graduate School of AI, KAIST

Hi! I’m Hyun, a master’s student at KAIST AI, advised by Prof. Eunho Yang. I study how to make large language models better at reasoning, argumentation, and critical thinking.

My research focuses on model training and evaluation on non-verifiable tasks, including mid-training for improving critical thinking ability (Arguinas), rubric-based RL training (FORK), and paper review evaluation (ReviewScore). I also worked on neuro-symbolic approaches, including natural language formalization (CLOVER, ReviewScore, Arguinas).

Previously, I was a visiting student at Carnegie Mellon University’s Language Technologies Institute, co-advised by Carolyn Rosé and Sean Welleck. I interned at LG AI Research working with Moontae Lee, and I also collaborated with Gregor Betz at Karlsruhe Institute of Technology’s Department of Philosophy. I received my B.S. in Electrical Engineering from KAIST.

News

Aug 2026
ReviewScore and Reasoning Rigidity were accepted to Findings of EMNLP 2026.
Sep 2025
Started visiting research with the Teledia and L3 labs at CMU LTI.
Apr 2025
CLOVER appeared at ICLR 2025.

Selected publications

All publications

* Equal contribution.