3 papers
cs.IR2026
BaRA: Budget-constrained and Reliable Web Data Collection Agent
Soojeong Lee, Joseph Lee, Yongseong Cho +3
Large language model (LLM)-based web agents automate web navigation and data collection. However, live web data collection demands capabilities beyond task completion: agents must…
cs.LG2025
Adaptive Task Vectors for Large Language Models
Joonseong Kang, Soojeong Lee, Subeen Park +5
In-Context Learning (ICL) enables Large Language Models (LLMs) to perform tasks without parameter updates by conditioning on a few demonstrations provided in the prompt. Despite it…
cs.CV2023
Slot-Mixup with Subsampling: A Simple Regularization for WSI Classification
Seongho Keum, Sanghyun Kim, Soojeong Lee +1
Whole slide image (WSI) classification requires repetitive zoom-in and out for pathologists, as only small portions of the slide may be relevant to detecting cancer. Due to the lac…