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Moontae Lee
Moontae Lee
Assistant Professor of Information Decision Sciences, UIC Business School, University of Illinois at Chicago
uic.edu의 이메일 확인됨
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Low-dimensional embeddings for interpretable anchor-based topic inference
D Mimno, M Lee
Proceedings of the 2014 conference on empirical methods in natural language …, 2014
1642014
Pure transformers are powerful graph learners
J Kim, D Nguyen, S Min, S Cho, M Lee, H Lee, S Hong
Advances in Neural Information Processing Systems 35, 14582-14595, 2022
1162022
Knowledge unlearning for mitigating privacy risks in language models
J Jang, D Yoon, S Yang, S Cha, M Lee, L Logeswaran, M Seo
arXiv preprint arXiv:2210.01504, 2022
522022
Taskgenies: Automatically providing action plans helps people complete tasks
N Kokkalis, T Köhn, J Huebner, M Lee, F Schulze, SR Klemmer
ACM Transactions on Computer-Human Interaction (TOCHI) 20 (5), 1-25, 2013
522013
Reasoning in vector space: An exploratory study of question answering
M Lee, X He, W Yih, J Gao, L Deng, P Smolensky
arXiv preprint arXiv:1511.06426, 2015
442015
Exploring the benefits of training expert language models over instruction tuning
J Jang, S Kim, S Ye, D Kim, L Logeswaran, M Lee, K Lee, M Seo
International Conference on Machine Learning, 14702-14729, 2023
372023
Basic reasoning with tensor product representations
P Smolensky, M Lee, X He, W Yih, J Gao, L Deng
arXiv preprint arXiv:1601.02745, 2016
252016
Robust spectral inference for joint stochastic matrix factorization
M Lee, D Bindel, D Mimno
Advances in neural information processing systems 28, 2015
182015
Few-shot subgoal planning with language models
L Logeswaran, Y Fu, M Lee, H Lee
arXiv preprint arXiv:2205.14288, 2022
172022
Time-lapse, single cell based confocal imaging analysis of caspase activation and phosphatidylserine flipping during cellular apoptosis
SY Hwang, SH Cho, DY Cho, M Lee, J Choo, KH Jung, JH Maeng, ...
Biotechnic & Histochemistry 86 (3), 181-187, 2011
152011
Merging generated and retrieved knowledge for open-domain QA
Y Zhang, M Khalifa, L Logeswaran, M Lee, H Lee, L Wang
arXiv preprint arXiv:2310.14393, 2023
112023
Unsupervised task graph generation from instructional video transcripts
L Logeswaran, S Sohn, Y Jang, M Lee, H Lee
arXiv preprint arXiv:2302.09173, 2023
92023
Rebalancing batch normalization for exemplar-based class-incremental learning
S Cha, S Cho, D Hwang, S Hong, M Lee, T Moon
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
92023
Automatically providing action plans helps people complete tasks
N Kokkalis, J Huebner, S Diamond, D Becker, M Chang, M Lee, F Schulze, ...
Workshops at the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
92012
Learning to unlearn: Instance-wise unlearning for pre-trained classifiers
S Cha, S Cho, D Hwang, H Lee, T Moon, M Lee
Proceedings of the AAAI Conference on Artificial Intelligence 38 (10), 11186 …, 2024
82024
Discriminator-guided multi-step reasoning with language models
M Khalifa, L Logeswaran, M Lee, H Lee, L Wang
arXiv preprint arXiv:2305.14934, 2023
82023
CEDe: A collection of expert-curated datasets with atom-level entity annotations for optical chemical structure recognition
R Hormazabal, C Park, S Lee, S Han, Y Jo, J Lee, A Jo, SH Kim, J Choo, ...
Advances in Neural Information Processing Systems 35, 27114-27126, 2022
82022
Low-dimensional embeddings for interpretable anchor-based topic inference
M Lee, D Mimno
arXiv preprint arXiv:1711.06826, 2017
82017
Grace: Discriminator-guided chain-of-thought reasoning
M Khalifa, L Logeswaran, M Lee, H Lee, L Wang
Findings of the Association for Computational Linguistics: EMNLP 2023, 15299 …, 2023
72023
QASA: advanced question answering on scientific articles
Y Lee, K Lee, S Park, D Hwang, J Kim, H Lee, M Lee
International Conference on Machine Learning, 19036-19052, 2023
72023
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