Language and Data Intelligence (LDI) Lab
Language and Data Intelligence (LDI) Lab
Kyung Hee University · Computer Science and Engineering
Professor
Prof. 성무진
Professor's page · publicationsAbout
성무진 교수 연구실(Language and Data Intelligence Lab)은 경희대 컴퓨터공학과 소속으로, 과학·바이오의료·금융 등 실제 도메인에 적용되는 자연어처리(NLP)를 연구한다. 질의응답과 정보검색, 개체명 인식·개체 연결 등 지식 추출, 기계번역·요약·대화 시스템을 다루며 신뢰 가능한 의료 AI 어시스턴트 등 바이오의료 응용에 집중한다.
Research keywords
Selected publications
- Learning from Negative Samples in Generative Biomedical Entity LinkingFindings of ACL · 2025
- Rationale-Guided Retrieval Augmented Generation for Medical Question AnsweringNAACL · 2025
- Structured List-Grounded Question AnsweringCOLING · 2025
- Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent ClassificationEMNLP · 2023
- Optimizing Test-Time Query Representations for Dense RetrievalFindings of ACL · 2023
Other labs in this department
- Medical AI Lab
Kim Seong Tae
Medical AI / Medical Image Analysis (medical image segmentation, domain adaptation, trustworthy & explainable deep learning)
- KDST (KIST Data Science Team)
Kim Suhyun
Deep learning / AI: model compression & pruning, knowledge distillation, generative & diffusion models, AI safety
- Visual AI Lab
Kim Jung Uk
Computer Vision / Visual AI (audio-visual learning, sound source localization, monocular 3D object detection, incremental learning)
- Video Media Lab
Kim Hui Yong
Video/media coding and compression (learned image/video compression, video coding for machines, neural holographic video)
- Media Lab
Park Gwang Hoon
Video/Media Coding (Scalable Video Coding, HEVC, VVC, AV1, MPEG standards, point cloud compression, image/video stitching)
- Natural Language Processing Lab
Park Seong-Bae
Natural Language Processing (dialogue response generation, machine translation, question answering/generation, text summarization)