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.
2025
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A Spatio-Temporal Representation Learning as an Alternative to Traditional Glosses in Sign Language Translation and Production
Euijun Hwang, Sukmin Cho, HUIJE LEE, Yoon, Youngwoo, Jong C. Park
2025 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2025
2025[]
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An Efficient Gloss-Free Sign Language Translation Using Spatial Configurations and Motion Dynamics with LLMs
Euijun Hwang, Sukmin Cho, JUNMYEOUNG LEE, Jong C. Park
2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics
2025[]
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Code-Switching Curriculum Learning for Multilingual Transfer in LLMs
Haneul Yoo, Cheonbok Park, Sangdoo Yun, Alice Oh, Hwaran Lee
The 63rd Annual Meeting of the Association for Computational Linguistics
2025[]
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Continual Learning: Forget-Free Winning Subnetworks for Video Representations
kang, Haeyong, Jaehong Yoon, Hwang Sung Ju, 유창동
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
2025 -
Culture is Everywhere: A Call for Intentionally Cultural Evaluation
Juhyun Oh, Inha Cha, Michael Saxon, Lim, Hyunseung, Shaily Bhatt, Alice Oh
The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025)
2025[]
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DREsS: Dataset for Rubric-based Essay Scoring on EFL Writing
Haneul Yoo, Jieun Han, Ahn, So-Yeon, Alice Oh
The 63rd Annual Meeting of the Association for Computational Linguistics
2025[]
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Database-Augmented Query Representation for Information Retrieval
Soyeong Jeong, Baek, Jinheon, Sukmin Cho, Hwang Sung Ju, Jong C. Park
The 2025 Conference on Empirical Methods in Natural Language Processing
2025[]
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Diffusion Models Through a Global Lens: Are They Culturally Inclusive?
Zahra Bayramli, Ayhan Suleymanzade, Na Min An, Huzama Ahmad, Eunsu Kim, Junyeong Park, 제임스 손, Alice Oh
The 63rd Annual Meeting of the Association for Computational Linguistics
2025[]
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Does Rationale Quality Matter? Enhancing Mental Disorder Detection via Selective Reasoning Distillation
Hoyun Song, HUIJE LEE, Jisu Shin, Sukmin Cho, Changgeon Ko, Jong C. Park
The 63rd Annual Meeting of the Association for Computational Linguistics, ACL 2025
2025[]
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EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation
Taeho Hwang, Sukmin Cho, Soyeong Jeong, Hoyun Song, SeungYoon Han, Jong C. Park
The 63rd Annual Meeting of the Association for Computational Linguistics, ACL 2025
2025[]
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Exploring Persona-dependent LLM Alignment for the Moral Machine Experiment
Jiseon Kim, Jea Kwon, Luiz Felipe Vecchietti, Alice Oh, Meeyoung Cha
The Thirteenth International Conference on Learning Representations (ICLR 2025)
2025[]
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Flex-TravelPlanner: A Benchmark for Flexible Planning with Language Agents
Juhyun Oh, Eunsu Kim, Alice Oh
The Thirteenth International Conference on Learning Representations (ICLR 2025)
2025[]
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Generalizing Weisfeiler-Lehman Kernels to Subgraphs
Dongkwan Kim, Alice Oh
The Thirteenth International Conference on Learning Representations (ICLR 2025)
2025[]
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Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
Shivalika Singh, Angelika Romanou, Cl？mentine Fourrier, David I. Adelani, Jian Gang Ngui, Daniel Vila-Suero, Peerat Limkonchotiwat, Kelly Marchisio, Wei Qi Leong, Yosephine Susanto, Raymond Ng, Shayne Longpre, Sebastian Ruder, Wei-Yin Ko, Antoine Bosselut, Alice Oh, Andr？ F. T. Martins, Leshem Choshen, Daphne Ippolito, Enzo Ferrante, Marzieh Fadaee, Beyza Ermis, Sara Hooker
The 63rd Annual Meeting of the Association for Computational Linguistics
2025[]
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LLM-C3MOD: A Human-LLM Collaborative System for Cross-Cultural Hate Speech Moderation
Junyeong Park, Seogyeong Jeong, Seyoung Song, Yohan Lee, Alice Oh
The 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics
2025[]
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LLM-Guided Self-Supervised Tabular Learning With Task-Specific Pre-text Tasks
SUNGWON HAN, Seungeon Lee, Meeyoung Cha, Arik, Sercan ？., Yoon, Jinsung
Transactions on Machine Learning Research
2025 -
LLM-as-an-Interviewer: Beyond Static Testing Through Dynamic LLM Evaluation
Eunsu Kim, Juyoung Suk, Seungone Kim, Niklas Muennighoff, Dongkwan Kim, Alice Oh
The 63rd Annual Meeting of the Association for Computational Linguistics
2025[]
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Language over Content: Tracing Cultural Understanding in Multilingual Large Language Models
Cho, Seungho, Changgeon Ko, Euijun Hwang, JUNMYEOUNG LEE, HUIJE LEE, Jong C. Park
The Workshop on Human-Centric AI: From Explainability and Trustworthiness to Actionable Ethics at CIKM 2025
2025[]
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MUG-Eval: A Proxy Evaluation Framework for Multilingual Generation Capabilities in Any Language
Seyoung Song, Seogyeong Jeong, Eunsu Kim, Jiho Jin, Dongkwan Kim, Jamin Shin, Alice Oh
The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025)
2025[]
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PapersPlease: A Benchmark for Evaluating Motivational Values of Large Language Models Based on ERG Theory
Junho Myung, Yeon Su Park, Sunwoo Kim, Shin Yoo, Alice Oh
The 63rd Annual Meeting of the Association for Computational Linguistics
2025[]
