Directions
AI는 소셜컴퓨팅의 영역을 넓혀주고 있다. AI는 특히 사이버-물리-사회 시스템에 대한 소셜 인텔리전스의 연구를 통해 사회 행동과 컴퓨터 시스템 간의 상호작용을 더 잘 이해하도록 돕는다.
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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A cold-start aware group recommendation method based on an augmented graph and knowledge distillation
Lee, Kwang Hee, Jeong, Hyun Ji, Myoung Ho Kim
APPLIED SOFT COMPUTING
2025 -
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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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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Deformable Graph Transformer
Park, Jinyoung, Yun, Seongjun, Park, Hyeonjin, Kang, Jaewoo, Jeong, Jisu, Kim, Kyung-Min, Ha, Jung-Woo, Hyunwoo J. Kim
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
2025 -
Development and validation of a multi-stage self-supervised learning model for optical coherence tomography image classification
Shim, Sungho, Kim Min-Soo, Yae, Che Gyem, Kang, Yong Koo, Do, Jae Rock, Kim, Hong Kyun, Yang, Hyun-Lim
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
2025 -
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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Graph-Based Representation Approach for Deep Learning of Organic Light-Emitting Diode Devices
Lee, Taeyang, Cho, Jeongwhan, Na, Inyeob, Yoo, Insun, Woo, Sungil, Kim, Kwang Jong, Park, Mikyung, Yang, Joonghwan, Min, Jeongguk, Lee, Seokwoo, Park, Noseong, Yang, Joonyoung
ADVANCED INTELLIGENT SYSTEMS
2025 -
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[]
