Yeo, Jinyoung

1. Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models
   2024/04/03 by Hyungjoo Chae, Yeonghyeon Kim, Chae, Hyungjoo +20 · 1 voice · 5 citations
   Computer Science · #Model-Driven Software Engineering Techniques
2. Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation
   2024/10/17 by Chae, Hyungjoo, Kim, Namyoung, Ong, Kai Tzu-iunn +6 · 31 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics
   2024/06/20 by Seungbeen Lee, Seungwon Lim, Lee, Seungbeen +21 · 25 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory
   2024/07/03 by Suyeon Lee, Lee, Suyeon, Sunghwan Kim +25 · 18 citations
   Agricultural and Biological Sciences · Chemistry · #Botanical Research and Applications #Chemical synthesis and alkaloids #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation
   2024/02/20 by Dongjin Kang, Sung-Hwan Kim, Kang, Dongjin +13 · 15 citations
   Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health via Writing
6. Large Language Models are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales
   2023/12/12 by Taeyoon Kwon, Kai Tzu-iunn Ong, Kwon, Taeyoon +17 · 12 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
7. Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents
   2023/10/13 by Hyungjoo Chae, Chae, Hyungjoo, Yongho Song +15 · 11 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
8. Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset
   2024/03/07 by Minjin Kim, Minju Kim, Kim, Minjin +17 · 8 citations
   Computer Science · #Persona Design and Applications
9. Commonsense-augmented Memory Construction and Management in Long-term Conversations via Context-aware Persona Refinement
   2024/01/25 by Hana Kim, Kai Tzu-iunn Ong, Kim, Hana +7 · 5 citations
   Computer Science · #Persona Design and Applications #AI in Service Interactions #Innovative Human-Technology Interaction
10. Coffee: Boost Your Code LLMs by Fixing Bugs with Feedback
    2023/11/13 by Seungjun Moon, Hyungjoo Chae, Moon, Seungjun +13 · 4 citations
    Computer Science · #Software Engineering Research #Machine Learning and Data Classification
11. Evaluating Robustness of Reward Models for Mathematical Reasoning
    2024/10/02 by Sunghwan Kim, Dong-Jin Kang, Kim, Sunghwan +10 · 5 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Criteria Decision Making #Statistical and Computational Modeling
12. Web-Shepherd: Advancing PRMs for Reinforcing Web Agents
    2025/05/21 by Chae, Hyungjoo, Sunghwan Kim, Junhee Cho +34 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Peer-to-Peer Network Technologies #Service-Oriented Architecture and Web Services
13. Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization
    2022/09/02 by Kim, Seungone, Joo, Se June, Chae, Hyungjoo +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Datasets
    2022/10/23 by Kim, Minju, Kim, Chaehyeong, Song, Yongho +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
15. Is Functional Correctness Enough to Evaluate Code Language Models? Exploring Diversity of Generated Codes
    2024/08/24 by Chon, Heejae, Lee, Seonghyeon, Yeo, Jinyoung +1 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering (cs.SE)
16. Embodied Agents Meet Personalization: Investigating Challenges and Solutions Through the Lens of Memory Utilization
    2025/05/22 by Taeyoon Kwon, Dongwook Choi, Kwon, Taeyoon +11 · 4 citations
    Computer Science · Psychology · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Social Robot Interaction and HRI
17. Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning
    2024/07/24 by Seo, Yeongbin, Lee, Dongha, Yeo, Jinyoung · 2 citations
    #68T50 #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
18. Towards Lifelong Dialogue Agents via Timeline-based Memory Management
    2024/06/16 by Ong, Kai Tzu-iunn, Kim, Namyoung, Gwak, Minju +6 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
19. RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization
    2023/10/21 by Cho, Seonglae, Cho, Yonggi, Lee, HoonJae +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
20. Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching
    2024/10/24 by Seoyeon Kim, Huiseo Kim, Kim, Seoyeon +7 · 2 citations
    Arts and Humanities · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Translation Studies and Practices
21. MVIGER: Multi-View Variational Integration of Complementary Knowledge for Generative Recommender
    2024/08/16 by Tongyoung Kim, Kim, Tongyoung, Soojin Yoon +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
22. TUTORING: Instruction-Grounded Conversational Agent for Language Learners
    2023/02/24 by Chae, Hyungjoo, Kim, Minjin, Kim, Chaehyeong +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
23. KULTURE Bench: A Benchmark for Assessing Language Model in Korean Cultural Context
    2024/12/10 by Xiaonan Wang, Jinyoung Yeo, Wang, Xiaonan +5 · 2 citations
    Computer Science · Social Sciences · #Educational Systems and Policies #Computational and Text Analysis Methods
24. Coffee-Gym: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code
    2024/09/29 by Hyungjoo Chae, Chae, Hyungjoo, Taeyoon Kwon +17 · 1 citation
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Educational Technology and Assessment
25. Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering
    2024/03/05 by Sung H. Ko, Hyunjin Cho, Ko, Sungho +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Seismology and Earthquake Studies #Topic Modeling
26. Stop Playing the Guessing Game! Target-free User Simulation for Evaluating Conversational Recommender Systems
    2024/11/25 by Sung-Hwan Kim, Kim, Sunghwan, Kil-Soo Seo +7 · 1 citation
    Computer Science · #Recommender Systems and Techniques #Intelligent Tutoring Systems and Adaptive Learning
27. Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuning
    2025/09/18 by Dongha Lee, Seo, Yeongbin, Jaehyung Kim +4 · 1 citation
    Computer Science · #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
28. YA-TA: Towards Personalized Question-Answering Teaching Assistants using Instructor-Student Dual Retrieval-augmented Knowledge Fusion
    2024/08/31 by Yang, Dongil, Lee, Suyeon, Kim, Minjin +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
29. LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study
    2025/05/26 by Yang, Dongil, Kim, Minjin, Kim, Sunghwan +5 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
30. PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents
    2025/09/22 by Nam‐Young Kim, Kai Tzu-iunn Ong, Kim, Namyoung +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Speech and dialogue systems #Topic Modeling