Je Won Yeom

According to our database, Je Won Yeom authored at least 11 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Hallucination as Commitment Failure: Larger LLMs Misfire Despite Knowing the Answer.

Je Won Yeom, Jaewon Sok, Heejun Kim, Seonghyeon Park, Jeongjae Park, Taesup Kim

CoRR, May, 2026

From Noise to Diversity: Random Embedding Injection in LLM Reasoning.

Heejun Kim, Seungpil Lee, Je Won Yeom, Jaewon Sok, Seonghyeon Park, Jeongjae Park, Taesup Kim, Sundong Kim

CoRR, May, 2026

Beyond Case Law: Evaluating Structure-Aware Retrieval and Safety in Statute-Centric Legal QA.

Kyubyung Chae, Je Won Yeom, Jeongjae Park, Seunghyun Bae, Ijun Jang, Hyunbin Jin, Jinkwan Jang, Taesup Kim

CoRR, April, 2026

Robust Domain Generalization under Divergent Marginal and Conditional Distributions.

Je Won Yeom, Kyubyung Chae, Hyunggyu Lim, Yoonna Oh, Dongyoon Yang, Taesup Kim

CoRR, February, 2026

Efficient Epistemic Uncertainty Estimation for Large Language Models via Knowledge Distillation.

Seonghyeon Park, Je Won Yeom, Jaewon Sok, Jeongjae Park, Heejun Kim, Taesup Kim

CoRR, February, 2026

Stable On-Policy Distillation through Adaptive Target Reformulation.

Ijun Jang, Je Won Yeom, Juan Yeo, Hyunggu Lim, Taesup Kim

CoRR, January, 2026

Garbage Attention in Large Language Models: BOS Sink Heads and Sink-aware Pruning.

Jaewon Sok, Je Won Yeom, Seonghyeon Park, Jeongjae Park, Taesup Kim

CoRR, January, 2026

EpiCaR: Knowing What You Don't Know Matters for Better Reasoning in LLMs.

Je Won Yeom, Jaewon Sok, Seonghyeon Park, Jeongjae Park, Taesup Kim

CoRR, January, 2026

2025

Generalized and Personalized Federated Learning with Foundation Models via Orthogonal Transformations.

Eun Gyung Kong, Je Won Yeom, Yonghoon Jeon, Taesup Kim

CoRR, May, 2025

"Well, Keep Thinking": Enhancing LLM Reasoning with Adaptive Injection Decoding.

Hyunbin Jin, Je Won Yeom, Seunghyun Bae, Taesup Kim

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

HAE-RAE Bench: Evaluation of Korean Knowledge in Language Models.

Guijin Son, Hanwool Lee, Suwan Kim, Huiseo Kim, Jaecheol Lee, Je Won Yeom, Jihyu Jung, Jung Woo Kim, Songseong Kim

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024