Jinseok Nam
Jinseok Nam
Amazon Alexa AI
Потвърден имейл адрес: amazon.com
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Позовавания
Позовавания
Година
Large-scale multi-label text classification—revisiting neural networks
J Nam, J Kim, EL Mencía, I Gurevych, J Fürnkranz
Joint european conference on machine learning and knowledge discovery in …, 2014
3342014
Maximizing subset accuracy with recurrent neural networks in multi-label classification
J Nam, EL Mencía, HJ Kim, J Fürnkranz
Proceedings of the 31st International Conference on Neural Information …, 2017
1032017
All-in text: Learning Document, Label, and Word Representations Jointly
J Nam, E Loza Mencía, J Fürnkranz
Thirtieth AAAI Conference on Artificial Intelligence, 1948--1954, 2016
442016
Learning semantics with deep belief network for cross-language information retrieval
J Kim, J Nam, I Gurevych
Proceedings of COLING 2012: Posters, 579-588, 2012
402012
Medical Concept Embeddings via Labeled Background Corpora
EL Mencıa, G de Melo, J Nam
International Conference on Language Resources and Evaluation (LREC), 2016
222016
Using Semantic Similarity for Multi-Label Zero-Shot Classification of Text Documents
SP Veeranna, J Nam, EL Mencıa, J Fürnkranz
European Symposium on Artificial Neural Networks (ESANN), 2016
192016
Predicting unseen labels using label hierarchies in large-scale multi-label learning
J Nam, EL Mencía, HJ Kim, J Fürnkranz
Joint European conference on machine learning and knowledge discovery in …, 2015
162015
Improve sentiment analysis of citations with author modelling
Z Ma, J Nam, K Weihe
Proceedings of the 7th Workshop on Computational Approaches to Subjectivity …, 2016
132016
Learning context-dependent label permutations for multi-label classification
J Nam, YB Kim, EL Mencia, S Park, R Sarikaya, J Fürnkranz
International Conference on Machine Learning, 4733-4742, 2019
122019
Learning multi-labeled bioacoustic samples with an unsupervised feature learning approach
EL Mencıa, J Nam, DH Lee
Proc of Neural Information Processing Scaled for Bioacoustics, joint to NIPS …, 2013
72013
What Makes Word-level Neural Machine Translation Hard: A Case Study on English-German Translation
F Hirschmann, J Nam, J Fürnkranz
International Conference on Computational Linguistics (COLING), 2016
62016
Semi-Supervised Neural Networks for Nested Named Entity Recognition∗
J Nam
52014
Neural model robustness for skill routing in large-scale conversational AI systems: A design choice exploration
H Li, S Park, A Dara, J Nam, S Lee, YB Kim, S Matsoukas, R Sarikaya
arXiv preprint arXiv:2103.03373, 2021
22021
Learning Label Structures with Neural Networks for Multi-label Classification
J Nam
Technische Universität, 2019
22019
Knowledge discovery in scientific literature
J Nam, C Kirschner, Z Ma, N Erbs, S Neumann, D Oelke, S Remus, ...
Universitätsverlag Hildesheim, 2014
12014
On Learning Vector Representations in Hierarchical Label Spaces
J Nam, J Fürnkranz
arXiv preprint arXiv:1412.6881, 2014
2014
Knowledge Discovery in Scientific Literature
J Nam, C Kirschner, Z Ma, N Erbs, S Neumann, D Oelke, S Remus, ...
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