Jong Cheol Park

1. Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity
   2024/03/21 by Soyeong Jeong, Jinheon Baek, Jeong, Soyeong +8 · 2 voices · 139 citations
   Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
2. Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations
   2024/04/22 by Sukmin Cho, Cho, Sukmin, Soyeong Jeong +6 · 19 citations
   Computer Science · Engineering · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #Digital Media Forensic Detection #FOS: Computer and information sciences #Particle accelerators and beam dynamics
3. Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models
   2024/06/06 by Jisu Shin, Hoyun Song, Shin, Jisu +7 · 9 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Authorship Attribution and Profiling #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
4. Augmenting Document Representations for Dense Retrieval with\n Interpolation and Perturbation
   2022/03/15 by Soyeong Jeong, Jinheon Baek, Jeong, Soyeong +7 · 3 citations
   Computer Science · #Topic Modeling #Image Retrieval and Classification Techniques #Handwritten Text Recognition Techniques
5. Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker
   2023/05/23 by Sukmin Cho, Cho, Sukmin, Soyeong Jeong +5 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Text and Document Classification Technologies #Topic Modeling
6. Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation
   2021/05/03 by Soyeong Jeong, Jinheon Baek, Jeong, Soyeong +5 · 2 citations
   Computer Science · #Topic Modeling #Advanced Text Analysis Techniques #Natural Language Processing Techniques
7. Autoregressive Sign Language Production: A Gloss-Free Approach with Discrete Representations
   2023/09/21 by Eui Jun Hwang, Hwang, Eui Jun, Huije Lee +3 · 3 citations
   Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Hearing Impairment and Communication #Speech and dialogue systems
8. An Efficient Sign Language Translation Using Spatial Configuration and Motion Dynamics with LLMs
   2024/08/20 by Eui Jun Hwang, Sukmin Cho, Hwang, Eui Jun +5 · 4 citations
   Computer Science · Engineering · #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Gait Recognition and Analysis
9. EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation
   2024/12/17 by Sukmin Cho, Hwang, Taeho, Soyeong Jeong +8 · 5 citations
   Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
10. Database-Augmented Query Representation for Information Retrieval
    2024/06/23 by Soyeong Jeong, Jeong, Soyeong, Jinheon Baek +7 · 2 citations
    Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR)
11. A Simple and Flexible Modeling for Mental Disorder Detection by Learning from Clinical Questionnaires
    2023/06/05 by Hoyun Song, Jisu Shin, Song, Hoyun +5 · 2 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Mental Health via Writing #Sentiment Analysis and Opinion Mining
12. Non-Autoregressive Sign Language Production via Knowledge Distillation
    2022/08/12 by Eui Jun Hwang, Jung Ho Kim, Hwang, Eui Jun +5 · 1 citation
    Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Hearing Impairment and Communication #Human Pose and Action Recognition #Machine Learning (cs.LG)
13. Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding
    2025/02/08 by Sukmin Cho, Cho, Sukmin, Sangjin Choi +14 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
14. Phrase Retrieval for Open-Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning
    2023/06/07 by Soyeong Jeong, Jinheon Baek, Jeong, Soyeong +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
15. Test-Time Self-Adaptive Small Language Models for Question Answering
    2023/10/20 by Soyeong Jeong, Jinheon Baek, Jeong, Soyeong +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
16. Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement
    2023/02/10 by Soyeong Jeong, Jinheon Baek, Jeong, Soyeong +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems #Topic Modeling
17. Does Rationale Quality Matter? Enhancing Mental Disorder Detection via Selective Reasoning Distillation
    2025/05/26 by Hoyun Song, Song, Hoyun, Huije Lee +9 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
18. Self-Knowledge Distillation for Learning Ambiguity
    2024/06/14 by Hancheol Park, Soyeong Jeong, Park, Hancheol +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
19. A Spatio-Temporal Representation Learning as an Alternative to Traditional Glosses in Sign Language Translation and Production
    2024/07/03 by Eui Jun Hwang, Hwang, Eui Jun, Sukmin Cho +7 · 1 citation
    Computer Science · Psychology · Arts and Humanities · #Hand Gesture Recognition Systems #Hearing Impairment and Communication #Subtitles and Audiovisual Media