EXAONE Deep: Reasoning Enhanced Language Models

Authors: Research, LG AI, Bae, Kyunghoon, Choi, Eunbi, Choi, Kibong, Choi, Stanley Jungkyu, Choi, Yemuk, Hong, Seokhee, Hwang, Junwon, Jeon, Hyojin, Jeon, Kijeong, Jo, Gerrard Jeongwon, Jo, Hyunjik, Jung, Jiyeon, Kim, Hyosang, Kim, Joonkee, Kim, Seonghwan, Kim, Soyeon, Kim, Sunkyoung, Kim, Yireun, Kim, Yongil, Kim, Youchul, Lee, Edward Hwayoung, Lee, Haeju, Lee, Honglak, Lee, Jinsik, Lee, Kyungmin, Park, Sangha, Park, Yongmin, Yang, Sihoon, Yeen, Heuiyeen, Yi, Sihyuk, Yun, Hyeongu

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2503.12524

EXAONE 3.5: Series of Large Language Models for Real-world Use Cases

Authors: Research, LG AI, An, Soyoung, Bae, Kyunghoon, Choi, Eunbi, Choi, Kibong, Choi, Stanley Jungkyu, Hong, Seokhee, Hwang, Junwon, Jeon, Hyojin, Jo, Gerrard Jeongwon, Jo, Hyunjik, Jung, Jiyeon, Jung, Yountae, Kim, Hyosang, Kim, Joonkee, Kim, Seonghwan, Kim, Soyeon, Kim, Sunkyoung, Kim, Yireun, Kim, Yongil, Kim, Youchul, Lee, Edward Hwayoung, Lee, Haeju, Lee, Honglak, Lee, Jinsik, Lee, Kyungmin, Lim, Woohyung, Park, Sangha, Park, Sooyoun, Park, Yongmin, Yang, Sihoon, Yeen, Heuiyeen, Yun, Hyeongu

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2412.04862

EXAONE 3.0 7.8B Instruction Tuned Language Model

Authors: Research, LG AI, An, Soyoung, Bae, Kyunghoon, Choi, Eunbi, Choi, Stanley Jungkyu, Choi, Yemuk, Hong, Seokhee, Hong, Yeonjung, Hwang, Junwon, Jeon, Hyojin, Jo, Gerrard Jeongwon, Jo, Hyunjik, Jung, Jiyeon, Jung, Yountae, Kim, Euisoon, Kim, Hyosang, Kim, Joonkee, Kim, Seonghwan, Kim, Soyeon, Kim, Sunkyoung, Kim, Yireun, Kim, Youchul, Lee, Edward Hwayoung, Lee, Haeju, Lee, Honglak, Lee, Jinsik, Lee, Kyungmin, Lee, Moontae, Lee, Seungjun, Lim, Woohyung, Park, Sangha, Park, Sooyoun, Park, Yongmin, Seo, Boseong, Yang, Sihoon, Yeen, Heuiyeen, Yoo, Kyungjae, Yun, Hyeongu

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2408.03541

Re3val: Reinforced and Reranked Generative Retrieval

Authors: Song, EuiYul, Kim, Sangryul, Lee, Haeju, Kim, Joonkee, Thorne, James

Subject Terms: Computer Science - Information Retrieval, 94C06, H.3.3

Access URL: http://arxiv.org/abs/2401.16979

HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning

Authors: Yang, Yongjin, Kim, Joonkee, Kim, Yujin, Ho, Namgyu, Thorne, James, Yun, Se-young

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2311.00321

Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions

Authors: Kim, Taehyeon, Kim, Joonkee, Lee, Gihun, Yun, Se-Young

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2311.00233

The Multi-modality Cell Segmentation Challenge: Towards Universal Solutions

Authors: Ma, Jun, Xie, Ronald, Ayyadhury, Shamini, Ge, Cheng, Gupta, Anubha, Gupta, Ritu, Gu, Song, Zhang, Yao, Lee, Gihun, Kim, Joonkee, Lou, Wei, Li, Haofeng, Upschulte, Eric, Dickscheid, Timo, de Almeida, José Guilherme, Wang, Yixin, Han, Lin, Yang, Xin, Labagnara, Marco, Gligorovski, Vojislav, Scheder, Maxime, Rahi, Sahand Jamal, Kempster, Carly, Pollitt, Alice, Espinosa, Leon, Mignot, Tâm, Middeke, Jan Moritz, Eckardt, Jan-Niklas, Li, Wangkai, Li, Zhaoyang, Cai, Xiaochen, Bai, Bizhe, Greenwald, Noah F., Van Valen, David, Weisbart, Erin, Cimini, Beth A., Cheung, Trevor, Brück, Oscar, Bader, Gary D., Wang, Bo

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2308.05864

PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning

Authors: Lee, Hojoon, Cho, Hanseul, Kim, Hyunseung, Gwak, Daehoon, Kim, Joonkee, Choo, Jaegul, Yun, Se-Young, Yun, Chulhee

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2306.10711

Toward Risk-based Optimistic Exploration for Cooperative Multi-Agent Reinforcement Learning

Authors: Oh, Jihwan, Kim, Joonkee, Jeong, Minchan, Yun, Se-Young

Subject Terms: Computer Science - Machine Learning, Computer Science - Multiagent Systems

Access URL: http://arxiv.org/abs/2303.01768

MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy

Authors: Lee, Gihun, Kim, Sangmook, Kim, Joonkee, Yun, Se-Young

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2212.03465

The StarCraft Multi-Agent Challenges+ : Learning of Multi-Stage Tasks and Environmental Factors without Precise Reward Functions

Authors: Kim, Mingyu, Oh, Jihwan, Lee, Yongsik, Kim, Joonkee, Kim, Seonghwan, Chong, Song, Yun, Se-Young

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2207.02007

Risk Perspective Exploration in Distributional Reinforcement Learning

Authors: Oh, Jihwan, Kim, Joonkee, Yun, Se-Young

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2206.14170

The StarCraft Multi-Agent Exploration Challenges: Learning Multi-Stage Tasks and Environmental Factors Without Precise Reward Functions

Authors: Kim, Mingyu, Oh, Jihwan, Lee, Yongsik, Kim, Joonkee, Kim, Seonghwan, Chong, Song, Yun, Seyoung

Source: IEEE access. 11:37854-37868

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100181142158.0x000001&indx=1&recIds=ETOCvdc_100181142158.0x000001

The multimodality cell segmentation challenge: toward universal solutions

Authors: Ma, Jun, Xie, Ronald, Ayyadhury, Shamini, Ge, Cheng, Gupta, Anubha, Gupta, Ritu, Gu, Song, Zhang, Yao, Lee, Gihun, Kim, Joonkee, Lou, Wei, Li, Haofeng, Upschulte, Eric, Dickscheid, Timo, de Almeida, José Guilherme, Wang, Yixin, Han, Lin, Yang, Xin, Labagnara, Marco, Gligorovski, Vojislav, Scheder, Maxime, Rahi, Sahand Jamal, Kempster, Carly, Pollitt, Alice, Espinosa, Leon, Mignot, Tâm, Middeke, Jan Moritz, Eckardt, Jan-Niklas, Li, Wangkai, Li, Zhaoyang, Cai, Xiaochen, Bai, Bizhe, Greenwald, Noah F., Van Valen, David, Weisbart, Erin, Cimini, Beth A., Cheung, Trevor, Brück, Oscar, Bader, Gary D., Wang, Bo

Source: Nature Methods; June 2024, Vol. 21 Issue: 6 p1103-1113, 11p

Statistical analysis of video images for evaluating pavement distress.

Authors: Kim, Joonkee

Source: KSCE Journal of Civil Engineering; Dec2000, Vol. 4 Issue 4, p257-264, 8p