Jinyoung Yeo

1. Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models
   2024/04/03 by Hyungjoo Chae, Chae, Hyungjoo, Yeonghyeon Kim +20 · 1 voice · 7 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 Nam‐Young Kim, Chae, Hyungjoo, Kim, Namyoung +12 · 36 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation
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 · 28 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. 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 · 19 citations
   Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health via Writing
5. Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory
   2024/07/03 by Suyeon Lee, Sunghwan Kim, Lee, Suyeon +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
6. Large Language Models are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales
   2023/12/12 by Taeyoon Kwon, Kwon, Taeyoon, Kai Tzu-iunn Ong +17 · 13 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, Kim, Hana, Kai Tzu-iunn Ong +7 · 6 citations
   Computer Science · #Persona Design and Applications #AI in Service Interactions #Innovative Human-Technology Interaction
10. Evaluating Robustness of Reward Models for Mathematical Reasoning
    2024/10/02 by Sunghwan Kim, Dong-Jin Kang, Kim, Sunghwan +10 · 9 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
11. Coffee: Boost Your Code LLMs by Fixing Bugs with Feedback
    2023/11/13 by Seungjun Moon, Hyungjoo Chae, Moon, Seungjun +13 · 5 citations
    Computer Science · #Software Engineering Research #Machine Learning and Data Classification
12. Towards Lifelong Dialogue Agents via Timeline-based Memory Management
    2024/06/16 by Kai Tzu-iunn Ong, Nam‐Young Kim, Ong, Kai Tzu-iunn +13 · 5 citations
    Computer Science · Psychology · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Techniques and Practices #Team Dynamics and Performance
13. Web-Shepherd: Advancing PRMs for Reinforcing Web Agents
    2025/05/21 by Sunghwan Kim, Chae, Hyungjoo, 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
14. MVIGER: Multi-View Variational Integration of Complementary Knowledge for Generative Recommender
    2024/08/16 by Tongyoung Kim, Kim, Tongyoung, Soojin Yoon +7 · 3 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
15. 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 · 3 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Educational Technology and Assessment
16. KULTURE Bench: A Benchmark for Assessing Language Model in Korean Cultural Context
    2024/12/10 by Xiaonan Wang, Wang, Xiaonan, Jinyoung Yeo +5 · 4 citations
    Computer Science · Social Sciences · #Educational Systems and Policies #Computational and Text Analysis Methods
17. 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
18. Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering
    2024/03/05 by Sung H. Ko, Hyunjin Cho, Ko, Sungho +7 · 2 citations
    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
19. 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 · 3 citations
    Computer Science · #Recommender Systems and Techniques #Intelligent Tutoring Systems and Adaptive Learning
20. RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization
    2023/10/21 by Seonglae Cho, Yonggi Cho, Cho, Seonglae +9 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
21. 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
22. VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models
    2024/02/28 by Seoyeon Kim, Kim, Seoyeon, Kwangwook Seo +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
23. 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
24. Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance
    2025/08/12 by Dongwook Choi, Taeyoon Kwon, Choi, Dongwook +6 · 1 citation
    Computer Science · Psychology · Engineering · #Multimodal Machine Learning Applications #Social Robot Interaction and HRI #Spatial Cognition and Navigation
25. LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study
    2025/05/26 by Dongil Yang, Yang, Dongil, Minjin Kim +13 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
26. 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