Sangyeop Kim

According to our database, Sangyeop Kim authored at least 12 papers between 2024 and 2026.

Collaborative distances:

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

2026

Overthinking Loops in Agents: A Structural Risk via MCP Tools.

Yohan Lee, Jisoo Jang, Seoyeon Choi, Sangyeop Kim, Seungtaek Choi

CoRR, February, 2026

Human-guided collective LLM intelligence for strategic planning via two-stage information retrieval.

Sangyeop Kim, Junguk Ha, Hangyeul Lee, Sohhyung Park, Sungzoon Cho

Inf. Process. Manag., 2026

Fusing sequential recommender and ad-hoc planner for multi-faceted preference understanding in conversational recommendation.

Sangyeop Kim, Jaewon Jung, Taeseung You, Sungzoon Cho

Inf. Fusion, 2026

2025

Fashion Image Retrieval With Vision-Language Model Guided Fine-Grained Textual Attributes and Cross-Domain Contrastive Optimization.

Eojin Kim, Sangyeop Kim, Cholhwan Jung, Youngseok Hahm, Sungzoon Cho

IEEE Access, 2025

LLM-guided Plan and Retrieval: A Strategic Alignment for Interpretable User Satisfaction Estimation in Dialogue.

Sangyeop Kim, Sohhyung Park, Jaewon Jung, Jinseok Kim, Sungzoon Cho

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMs.

Sangyeop Kim, Hangyeul Lee, Yohan Lee

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Finding Diamonds in Conversation Haystacks: A Benchmark for Conversational Data Retrieval.

Yohan Lee, Yongwoo Song, Sangyeop Kim

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue.

Sangyeop Kim, Yohan Lee, Sanghwa Kim, Hyunjong Kim, Sungzoon Cho

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

Upcycling Candidate Tokens of Large Language Models for Query Expansion.

Jinseok Kim, Sukmin Cho, Soyeong Jeong, Sangyeop Kim, Sungzoon Cho

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations.

Hyunjong Kim, Sangyeop Kim, Jongheon Jeong, Yeongjae Cho, Sungzoon Cho

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

What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs.

Sangyeop Kim, Yohan Lee, Yongwoo Song, Kimin Lee

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders.

Jinseok Kim, Jaewon Jung, Sangyeop Kim, Sohyung Park, Sungzoon Cho

CoRR, 2024