NLP Lab

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KAIST · Graduate School of Culture Technology

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Professor

Prof. 임경태

Professor's page · publications

About

KAIST 문화기술대학원 임경태 교수의 MLP Lab(Multimodal Language Processing Lab)은 자연어처리, 한국어 언어자원 설계, 멀티모달 초거대 언어모델을 연구한다. 한국어-영어 10B 규모 오픈 파운데이션 모델 KORMo·Bllossom과 비전-언어 모델 Bllossom-V, 보편 한국어 언어자원 프로젝트 등을 수행한다.

Research keywords

Natural Language ProcessingKorean Language ResourceMultimodal Language Model

Selected publications

BOK-VQA: Bilingual Outside Knowledge-based Visual Question Answering via Graph Representation PretrainingAAAI · 2024
X-LLaVA: Optimizing Bilingual Large Vision-Language AlignmentNAACL 2024 Findings · 2024
Optimizing Language Augmentation for Multilingual Large Language Models: A Case Study on KoreanLREC-COLING · 2024
VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented GenerationCOLING · 2025
ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic ContextsEMNLP 2025 Findings · 2025
Enriching the Korean learner corpus for grammatical error correction and writing assessmentLanguage Resources and Evaluation (SCIE) · 2026

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