Publications

† indicates equal contribution.

Publications by Year

Top Venues (J+C)

2025

  1. Embodied Agents Meet Personalization: Exploring Memory Utilization for Personalized Assistance
    Taeyoon Kwon, Dongwook Choi, Sunghwan Kim, Hyojun Kim, Seungjun Moon, Beong-woo Kwak, Kuan-Hao Huang, and Jinyoung Yeo
    arXiv, 2025
    arXiv arXiv 2025
  2. Web-Shepherd: Advancing PRMs for Reinforcing Web Agents
    Hyungjoo Chae, Sunghwan Kim, Junhee Cho, Seungone Kim, Seungjun Moon, Gyeom Hwangbo, Dongha Lim, Minjin Kim, Yeonjun Hwang, Minju Gwak, Dongwook Choi, Minseok Kang, Gwanhoon Im, ByeongUng Cho, Hyojun Kim, Jun Hee Han, Taeyoon Kwon, Minju Kim, Beong-woo Kwak, Dongjin Kang, and Jinyoung Yeo
    In NeurIPS Spotlight, 2025
    arXiv NeurIPS 2025 (Spotlight)
  3. ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions
    Beong-woo Kwak, Minju Kim, Dongha Lim, Hyungjoo Chae, Dongjin Kang, Sunghwan Kim, Dongil Yang, and Jinyoung Yeo
    In Findings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025
    arXiv EMNLP 2025 (Findings)
  4. One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL
    Hyungjoo Chae, Dongjin Kang, Jihyuk Kim, Beong-woo Kwak, Sunghyun Park, Haeju Park, Jinyoung Yeo, Moontae Lee, and Kyungjae Lee
    In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track), Jul 2025
    arXiv ACL 2025 (Industry)
  5. LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study
    Dongil Yang, Minjin Kim, Sunghwan Kim, Beong-woo Kwak, Minjun Park, Jinseok Hong, Woontack Woo, and Jinyoung Yeo
    In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Jul 2025
    arXiv ACL 2025
  6. Can You Share Your Story? Modeling Clients’ Metacognition and Openness for LLM Therapist Evaluation
    Minju Kim, Dongje Yoo, Yeonjun Hwang, Minseok Kang, Namyoung Kim, Minju Gwak, Beong-woo Kwak, Hyungjoo Chae, Harim Kim, Yunjoong Lee, Min Hee Kim, Dayi Jung, Kyong-Mee Chung, and Jinyoung Yeo
    In Findings of the Association for Computational Linguistics: ACL 2025, Jul 2025
    arXiv ACL 2025 (Findings)
  7. Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics
    Seungbeen Lee, Seungwon Lim, Seungju Han, Giyeong Oh, Hyungjoo Chae, Jiwan Chung, Minju Kim, Beong-woo Kwak, Yeonsoo Lee, Dongha Lee, Jinyoung Yeo, and Youngjae Yu
    In Findings of the Association for Computational Linguistics: NAACL 2025, Jul 2025
    arXiv NAACL 2025 (Findings)

2024

  1. Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models
    Hyungjoo Chae, Yeonghyeon Kim, Seungone Kim, Kai Tzu-iunn Ong, Beong-woo Kwak, Moohyeon Kim, Seonghwan Kim, Taeyoon Kwon, Jiwan Chung, Youngjae Yu, and Jinyoung Yeo
    In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, Jul 2024
    arXiv EMNLP 2024
  2. Coffee-Gym: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code
    Hyungjoo Chae, Taeyoon Kwon, Seungjun Moon, Yongho Song, Dongjin Kang, Kai Ong, Beong-woo Kwak, Seonghyeon Bae, Seung-won Hwang, and Jinyoung Yeo
    In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, Jul 2024
    arXiv EMNLP 2024
  3. Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset
    Minjin Kim, Minju Kim, Hana Kim, Beong-woo Kwak, SeongKu Kang, Youngjae Yu, Jinyoung Yeo, and Dongha Lee
    In Findings of the Association for Computational Linguistics ACL 2024, Jul 2024
    arXiv ACL 2024 (Findings)

2022

  1. Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning
    Yu Jin Kim, Beong-woo Kwak, Youngwook Kim, Reinald Kim Amplayo, Seung-won Hwang, and Jinyoung Yeo
    In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Jul 2022
    arXiv NAACL 2022
  2. Dual task framework for improving persona-grounded dialogue dataset
    Minju Kim, Beong-woo Kwak, Youngwook Kim, Hong-in Lee, Seung-won Hwang, and Jinyoung Yeo
    In Proceedings of the AAAI conference on artificial intelligence, Jul 2022
    arXiv AAAI 2022
  3. Trustal: Trustworthy active learning using knowledge distillation
    Beong-woo Kwak, Youngwook Kim, Yu Jin Kim, Seung-won Hwang, and Jinyoung Yeo
    In Proceedings of the AAAI conference on artificial intelligence, Jul 2022
    arXiv AAAI 2022