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.
2022
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CS1QA: A Dataset for Assisting Code-based Question Answering in an Introductory Programming Course
Changyoon Lee, Yeon Seonwoo, Alice Oh
2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics
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
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[]
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HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea
Haneul Yoo, Jiho Jin, Son, Juhee, Bak, JinYeong, Cho, Kyunghyun, Alice Oh
2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics
2022[]
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IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension
RIFKI AFINA PUTRI, Alice Oh
The 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022
2022[]
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KOLD: Korean Offensive Language Dataset
Jeong, Younghoon, Oh, Juhyun, Lee, Jongwon, Ahn, Jaimeen, Moon, Jihyung, Park, Sungjoon, Alice Oh
The 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022
2022[]
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Models and Benchmarks for Representation Learning of Partially Observed Subgraphs
Dongkwan Kim, Jiho Jin, Ahn, Jaimeen, Alice Oh
31st ACM International Conference on Information and Knowledge Management, CIKM 2022
2022[]
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Multivariate Time series Anomaly Detection based on reconstructed differences using Graph Attention Networks
Kang, Jung Mo, Myoung Ho Kim
2nd International Workshop on Big data-driven Edge Cloud Services, BECS 2022
2022[]
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Query Generation with External Knowledge for Dense Retrieval
Sukmin Cho, Soyeong Jeong, WONSUK YANG, Jong C. Park
The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures
2022[]
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Sign Language Production With Avatar Layering: A Critical Use Case over Rare Words
Jung-Ho Kim, Euijun Hwang, Sukmin Cho, Lee, Du Hui, Jong C. Park
The 13th Conference on Language Resources and Evaluation (LREC 2022)
2022[]
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Translating Hanja Historical Documents to Contemporary Korean and English
Son, Juhee, Jiho Jin, Haneul Yoo, Bak, JinYeong, Cho, Kyunghyun, Alice Oh
The 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022
2022[]
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Two-Step Question Retrieval for Open-Domain QA
Yeon Seonwoo, Son, Juhee, Jin, Jiho, Lee, Sang-Woo, Kim, Ji-Hoon, Ha, Jung-Woo, Alice Oh
60th Annual Meeting of the Association for Computational Linguistics, ACL 2022
2022[]
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Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval
Yeon Seonwoo, Yoon, Seunghyun, Dernoncourt, Franck, Bui, Trung, Alice Oh
THE 29TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL LINGUISTICS, COLING 2022
2022[]
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Why Knowledge Distillation Amplifies Gender Bias and How to Mitigate from the Perspective of DistilBERT
Ahn, Jaimeen, Lee, Hwaran, Kim, Jinhwa, Alice Oh
2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics
2022[]
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기계번역을 활용한 한국어 언어폭력 데이터셋의 구축
신지수, 송호윤, 이희제, 박종철
2022 한국컴퓨터종합학술대회 (KCC)
2022[]
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독해 보조로서의 자동 생성 요약문 평가
김어진, 신지수, 정소영, 조석민, 박종철
2022 한국컴퓨터종합학술대회 (KCC)
2022[]
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불용어 마스크 풀링을 이용한 의학 도메인 밀집 검색
최동호, 송호윤, 정소영, 조석민, 박종철
2022 한국컴퓨터종합학술대회 (KCC)
2022[]
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이질형 그래프에서의 고차 구조 정보 활용을 위한 그래프뉴럴 상미분 방정식
안성진, 김명호
2022 한국컴퓨터종합학술대회
2022[]
2021
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A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit
Hoyun Song, Soo Hyun Ryu, HUIJE LEE, Jong C. Park
25th Conference on Computational Natural Language Learning
2021[]
