Sukmin Cho
Seoul National University(KR)Korea Advanced Institute of Science and Technology(KR)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Advanced Database Systems and Queries, Intelligent Tutoring Systems and Adaptive Learning, Data Management and Algorithms
Most-Cited Works
- → Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity(2024)119 cited
- → Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures(2022)20 cited
- → Typos that Broke the RAG’s Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations(2024)9 cited
- → Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker(2023)5 cited
- → Test-Time Self-Adaptive Small Language Models for Question Answering(2023)5 cited
- Developing Bibliometric Indicators for Analysis & Evaluation of National R&D Programs(2008)
- → EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation(2025)3 cited
- → Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering(2023)3 cited
- → DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation(2024)2 cited