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인간 중심의 AI 연구는 매우 중요한 분야로 떠오르고 있다. 사용자가 AI 시스템과 어떻게 상호작용하는지, 사람이 데이터 등 기계학습과 인공지능 시스템 개발에 어떻게 기여할 수 있는지, AI가 인간과 사회에 어떤 영향을 미칠 수 있는지를 연구한다.
AegisRF: Adversarial Perturbations Guided with Sensitivity for Protecting Intellectual Property of Neural Radiance Fields
Woo Jae Kim, KYU BEOM HAN, Yoonki Cho, Youngju Na, Junsik Jung, Sooel Son, Sung-Eui Yoon
The British Machine Vision Conference (BMVC) 2025
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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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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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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How2Compress: Scalable and Efficient Edge Video Analytics via Adaptive Granular Video Compression
Yuheng Wu, Nguyen, Thanh-Tung, Liebe, Lucas, Tau, Quang, Campos, Pablo Espinosa, Cheng, Jinghan, Dongman Lee
MM '25: The 33rd ACM International Conference on Multimedia
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-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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Large language models are zero-shot point-of-interest recommenders
Joeun Kim, Seo, Youngjin, Kim, Yeonsoo, Kang, Junhyeok, Shin, Jeeho, Trirat, Patara, Lee Jae-Gil
DATA MINING AND KNOWLEDGE DISCOVERY
2025
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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OctopInf: Workload-Aware Inference Serving for Edge Video Analytics
THANH TUNG NGUYEN, Lucas Liebe, Nhat Quang Tau, Yuheng Wu, Cheng, Jinghan, Dongman Lee
23rd IEEE International Conference on Pervasive Computing and Communications, PerCom 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
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Probabilistic Inertial Poser (ProbIP): Uncertainty-aware Human Motion Modeling from Sparse Inertial Sensors
Min Kim, Jeon, Younho, Sungho Jo
International Conference on Computer Vision (ICCV) 2025
2025
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SPATS: a practical system for comparative analysis of spatio-temporal graph neural networks
Yoon, Heeyong, Chon, Kang-Wook, Kim Min-Soo
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS
2025
Social Bias Benchmark for Generation: A Comparison of Generation and QA-Based Evaluations
Jiho Jin, Woosung Kang, Junho Myung, Alice Oh
The 63rd Annual Meeting of the Association for Computational Linguistics
2025
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Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation
Jisu Shin, Juhyun Oh, Eunsu Kim, Hoyun Song, Alice Oh
The 63rd Annual Meeting of the Association for Computational Linguistics
2025
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