Directions
더 정확한, 편리한, 안전한, 공평한, 설명 가능한 AI를 개발하기 위해 통계학, 해석학뿐만 아니라 계산 이론, 소프트웨어 공학, 프로그래밍 언어 등 전산 이론 기반이 필수적이다. 이와 동시에, AI 기술을 이용한 전산 이론 및 기술 개발도 활발히 진행되고 있다.
2024
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A Gloss-Free Sign Language Production with Discrete Representation
Euijun Hwang, HUIJE LEE, Jong C. Park
2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)
2024[]
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Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity
Soyeong Jeong, Baek, Jinheon, Sukmin Cho, Hwang Sung Ju, Jong C. Park
2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
2024[]
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An Infinite-Width Analysis on the Jacobian-Regularised Training of a Neural Network
Taeyoung Kim, Hongseok Yang
The 41st International Conference on Machine Learning (ICML 2024)
2024[]
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Ask LLMs Directly, “What shapes your bias?”: Measuring Social Bias in Large Language Models
Jisu Shin, Hoyun Song, HUIJE LEE, Soyeong Jeong, Jong C. Park
The 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024
2024[]
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DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation
Taeho Hwang, Soyeong Jeong, Sukmin Cho, SeungYoon Han, Jong C. Park
3rd Workshop on Knowledge Augmented Methods for NLP
2024[]
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Enhancing Sign Language Recognition with Pose-Based Data Augmentation: Focusing on Hand Keypoints
한승윤, Kim, Aujin, 노경근, 박종철
2024 한국컴퓨터종합학술대회 (KCC)
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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Retrieval-Augmented Generation through Zero-shot Sentence-Level Passage Refinement using LLMs
황태호, 정소영, 조석민, 박종철
2024 한국컴퓨터종합학술대회 (KCC)
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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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, Jeongyeon Seo, Taeho Hwang, Jong C. Park
The 2024 Conference on Empirical Methods in Natural Language Processing
2024[]
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Variational Partial Group Convolutions for Input-Aware Partial Equivariance of Rotations and Color-Shifts
Kim, Hyunsu, Kim, Yegon, Hongseok Yang, Lee, J
The 41st International Conference on Machine Learning (ICML 2024)
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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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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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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Leveraging Large Language Models With Vocabulary Sharing For Sign Language Translation
HUIJE LEE, Kim, Jung-Ho, Euijun Hwang, Kim, Jaewoo, Jong C. Park
2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, ICASSPW 2023
2023[]
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Phrase Retrieval for Open-Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning
Soyeong Jeong, Baek, Jinheon, Hwang Sung Ju, Jong C. Park
61st Annual Meeting of the Association for Computational Linguistics, ACL 2023
2023[]
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Question-Answering in a Low-resourced Language: Benchmark Dataset and Models for Tigrinya
Gaim, Fitsum, WONSUK YANG, Hancheol Park, Jong C. Park
61st Annual Meeting of the Association for Computational Linguistics, ACL 2023
2023[]
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Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement
Soyeong Jeong, Baek, Jinheon, Hwang Sung Ju, Jong C. Park
17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023
2023[]
