Directions
AI 기술은 일상생활에서의 크고 작은 혁신을 만들어나가고 있다. 현재의 AI 기술은 기계학습, 데이터 마이닝, 빅데이터 분석 등의 다양한 기반 기술을 기반으로 이루어졌으며, 정보 검색, 추천 시스템, 자연어 처리, 컴퓨터 비전, 로보틱스 등의 다양한 애플리케이션을 통해 실생활에서 활용되고 있다.
2024
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Multi-hop Database Reasoning with Virtual Knowledge Graph
Son, Juhee, Yeon Seonwoo, Yoon, Seunghyun, 제임스 손, Alice Oh
The 62nd Annual Meeting of the Association for Computational Linguistics
2024[]
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Perceptions to Beliefs: Exploring Precursory Inferences for Theory of Mind in Large Language Models
Jung, Chani, Dongkwan Kim, Jiho Jin, Jiseon Kim, Yeon Seonwoo, Choi, Yejin, Alice Oh, Kim, Hyunwoo
The 2024 Conference on Empirical Methods in Natural Language Processing
2024[]
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PiLaMIM: Toward Richer Visual Representations by Integrating Pixel and Latent Masked Image Modeling
JUNMYEOUNG LEE, Euijun Hwang, Sukmin Cho, Jong C. Park
NeurIPS 2024 Workshop: Self-Supervised Learning - Theory and Practice
2024[]
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Preprocessing Mediapipe Keypoints with Keypoint Reconstruction and Anchors for Isolated Sign Language Recognition
Kyunggeun Roh, HUIJE LEE, Euijun Hwang, Sukmin Cho, Jong C. Park
Workshop on the Representation and Processing of Sign Languages
2024[]
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RAG에서 검색된 문서의 편향성이 생성된 답변에 미치는 영향: 정치적 편향성 실험을 통한 분석
Cho, Seungho, 고창건, 황태호, 서정연, 박종철
2024 한국소프트웨어종합학술대회
2024[]
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RECIPE4U: Student-ChatGPT Interaction Dataset in EFL Writing Education
Jieun Han, Haneul Yoo, Myung, Junho, Kim, Minsun, Lee, Tak Yeon, Ahn, So-Yeon, Alice Oh
LREC-COLING 2024 - The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation
2024[]
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Retrieval-Augmented Generation through Zero-shot Sentence-Level Passage Refinement using LLMs
황태호, 정소영, 조석민, 박종철
2024 한국컴퓨터종합학술대회 (KCC)
2024[]
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The Generative AI Paradox in Evaluation: "What It Can Solve, It May Not Evaluate"
Juhyun Oh, Kim, Eunsu, Cha, Inha, Alice Oh
The 18th Conference of the European Chapter of the Association for Computational Linguistics
2024[]
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Towards Effective Counter-Responses: Aligning Human Preferences with Strategies to Combat Online Trolling
HUIJE LEE, Hoyun Song, Jisu Shin, Sukmin Cho, SeungYoon Han, Jong C. Park
The 2024 Conference on Empirical Methods in Natural Language Processing
2024[]
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Translating Subgraphs to Nodes Makes Simple GNNs Strong and Efficient for Subgraph Representation Learning
Dongkwan Kim, Alice Oh
Forty-first International Conference on Machine Learning
2024[]
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Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations
Sukmin Cho, Soyeong Jeong, Jeong yeon Seo, Taeho Hwang, Jong C. Park
The 2024 Conference on Empirical Methods in Natural Language Processing
2024[]
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키포인트 기반 한국 수어 번역에서 프레임 간 대조학습을 통한 성능 향상
Kim, Hyeyeon, 이준명, 황의준, 박종철
2024 한국소프트웨어종합학술대회
2024[]
2023
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A Simple and Flexible Modeling for Mental Disorder Detection by Learning from Clinical Questionnaires
Hoyun Song, Jisu Shin, HUIJE LEE, Jong C. Park
61st Annual Meeting of the Association for Computational Linguistics, ACL 2023
2023[]
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Deep Model Compression Also Helps Models Capture Ambiguity
Hancheol Park, Jong C. Park
61st Annual Meeting of the Association for Computational Linguistics, ACL 2023
2023[]
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Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker
Sukmin Cho, Soyeong Jeong, Seo, Jeongyeon, Jong C. Park
61st Annual Meeting of the Association for Computational Linguistics, ACL 2023
2023[]
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Exploring Student-ChatGPT Dialogue in EFL Writing Education
Han, Jieun, Haneul Yoo, Myung, Junho, Kim, Minsu, Lee, Tak Yeon, Ahn, So-Yeon, Alice Oh
Thirty-seventh Conference on Neural Information Processing Systems
2023[]
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Generation of Korean Offensive Language by Leveraging Large Language Models via Prompt Design
Jisu Shin, Hoyun Song, HUIJE LEE, Gaim, Fitsum, Jong C. Park
The 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics
2023[]
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Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering
Sukmin Cho, Jeong yeon Seo, Soyeong Jeong, Jong C. Park
The 2023 Conference on Empirical Methods in Natural Language Processing
2023[]
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Information-Theoretic State Space Model for Multi-View Reinforcement Learning
Hwang, HyeongJoo, Seo, Seokin, Jang, Youngsoo, Kim, Sungyoon, Kim, Geon-Hyeong, seunghoon.hong, Kee-Eung Kim
40th International Conference on Machine Learning, ICML 2023
2023[]
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Knowledge-Augmented Language Model Verification
Baek, Jinheon, Soyeong Jeong, Kang, Minki, Jong C. Park, Hwang Sung Ju
The 2023 Conference on Empirical Methods in Natural Language Processing
2023[]
