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.
2023
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Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering
Sukmin Cho, Jeongyeon 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[]
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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[]
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Regularized Behavior Cloning for Blocking the Leakage of Past Action Information
Seokin Seo, 황형주, Hongseok Yang, Kee-Eung Kim
The 37th Conference on Neural Information Processing Systems (NeurIPS 2023)
2023[] []
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Regularizing towards soft equivariance under mixed symmetries
Kim, Hyunsu, Lee, Hyungi, Hongseok Yang, Lee, J
Fortieth International Conference on Machine Learning
2023[] []
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Test-Time Self-Adaptive Small Language Models for Question Answering
Soyeong Jeong, Baek, Jinheon, Sukmin Cho, Hwang Sung Ju, Jong C. Park
The 2023 Conference on Empirical Methods in Natural Language Processing
2023[]
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거대 언어 모델의 정치적 편향과 하위 작업에서의 영향
서정연, 조석민, 박종철
제 35회 한글 및 한국어 정보처리 학술대회
2023[]
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관계 의존적 토큰을 이용한 조절 가능한 프롬프트 튜닝
김진석, 조석민, 정소영, 박종철
2023 한국컴퓨터종합학술대회 (KCC)
2023[]
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대규모 언어 모델의 언어 패턴 다양화를 위한 반복적 피드백 기반 성격 페르소나 생성법
황태호, 송호윤, 신지수, 조석민, 박종철
제 35회 한글 및 한국어 정보처리 학술대회
2023[]
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카피 메커니즘을 활용한 수어 글로스 번역
김재우, 이희제, 조석민, 박종철
2023 한국컴퓨터종합학술대회 (KCC)
2023[]
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트랜스포머 모델을 사용한 특징점 학습과 한국어 수어 인식
노경근, 황의준, 이희제, 박종철
2023 한국컴퓨터종합학술대회 (KCC)
2023[]
2022
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Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation
Soyeong Jeong, Baek, Jinheon, Sukmin Cho, Hwang Sung Ju, Jong C. Park
60th Annual Meeting of the Association-for-Computational-Linguistics (ACL)
2022[]
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DemoDICE: Offline Imitation Learning with Supplementary Imperfect Demonstrations
Geonhyeong Kim, Seokin Seo, Lee, Jongmin, Jeon, Wonseok, 황형주, Hongseok Yang, Kee-Eung Kim
Tenth International Conference on Learning Representations (ICLR 2022)
2022[] []
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ELF22: A Context-based Counter Trolling Dataset to Combat Internet Trolls
HUIJE LEE, Na, Young Ju, Hoyun Song, Jisu Shin, Jong C. Park
13th International Conference on Language Resources and Evaluation Conference, LREC 2022
2022 -
ELF22: A Context-based Counter-Trolling Dataset to Combat Internet Trolls
HUIJE LEE, Na, Young Ju, Hoyun Song, Jisu Shin, Jong C. Park
The 13th Conference on Language Resources and Evaluation (LREC 2022)
2022[]
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GeezSwitch: Language Identification in Typologically Related Low-resourced East African Languages
GAIM GEBRE FITSUM, WONSUK YANG, Jong C. Park
The 13th Conference on Language Resources and Evaluation (LREC 2022)
2022[]
