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Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator

Jan 13, 2020
Zhenyue Qin, Dongwoo Kim

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word2word: A Collection of Bilingual Lexicons for 3,564 Language Pairs

Nov 27, 2019
Yo Joong Choe, Kyubyong Park, Dongwoo Kim

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Softmax Is Not an Artificial Trick: An Information-Theoretic View of Softmax in Neural Networks

Oct 15, 2019
Zhenyue Qin, Dongwoo Kim

* Withdrawn due to Zhenyue Qin uploading the manuscript without consent of the other authors 

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Neural Dynamic Programming for Musical Self Similarity

Aug 29, 2018
Christian J. Walder, Dongwoo Kim

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Self-Bounded Prediction Suffix Tree via Approximate String Matching

Aug 07, 2018
Dongwoo Kim, Christian Walder

* Proceedings of the 35th International Conference on Machine Learning 

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Computer Assisted Composition with Recurrent Neural Networks

Sep 29, 2017
Christian Walder, Dongwoo Kim

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Joint Modeling of Topics, Citations, and Topical Authority in Academic Corpora

Jun 02, 2017
Jooyeon Kim, Dongwoo Kim, Alice Oh

* Accepted by Transactions of the Association for Computational Linguistics (TACL); to appear 

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Probabilistic Knowledge Graph Construction: Compositional and Incremental Approaches

Sep 05, 2016
Dongwoo Kim, Lexing Xie, Cheng Soon Ong

* The 25th ACM International Conference on Information and Knowledge Management (CIKM 2016) 

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Hierarchical learning of grids of microtopics

Jun 08, 2016
Nebojsa Jojic, Alessandro Perina, Dongwoo Kim

* To Appear in Uncertainty in Artificial Intelligence - UAI 2016 

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Hierarchical Dirichlet Scaling Process

Feb 11, 2015
Dongwoo Kim, Alice Oh

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Dirichlet Process with Mixed Random Measures: A Nonparametric Topic Model for Labeled Data

Jun 18, 2012
Dongwoo Kim, Suin Kim, Alice Oh

* ICML2012 

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Variable Selection for Latent Dirichlet Allocation

May 04, 2012
Dongwoo Kim, Yeonseung Chung, Alice Oh

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