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Number of items: 14.

Nam, Jinseok (2019):
Learning Label Structures with Neural Networks for Multi-label Classification.
Darmstadt, Technische Universität, [Online-Edition: https://tuprints.ulb.tu-darmstadt.de/8738],
[Ph.D. Thesis]

Nam, Jinseok and Loza Mencía, Eneldo and Kim, Hyunwoo and Fürnkranz, Johannes (2017):
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification.
In: Advances in Neural Information Processing Systems 31, [Conference or Workshop Item]

Ma, Zheng and Nam, Jinseok and Weihe, Karsten (2016):
Improve Sentiment Analysis of Citations with Author Modelling.
In: Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Association for Computational Linguistics, [Online-Edition: http://www.aclweb.org/anthology/W16-0420],
[Conference or Workshop Item]

Nam, Jinseok and Loza Mencía, Eneldo and Fürnkranz, Johannes (2016):
All-in Text: Learning Document, Label, and Word Representations Jointly.
In: Proceedings of the AAAI Conference on Artificial Intelligence, In: Thirtieth AAAI Conference on Artificial Intelligence, [Online-Edition: https://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/12...],
[Conference or Workshop Item]

Loza Mencía, Eneldo and de Melo, Gerard and Nam, Jinseok (2016):
Medical Concept Embeddings via Labeled Background Corpora.
In: Proceedings of the Tenth International Conference on Language Resources and Evaluation, [Conference or Workshop Item]

Sappadla, Prateek Veeranna and Nam, Jinseok and Loza Mencía, Eneldo and Fürnkranz, Johannes (2016):
Using Semantic Similarity for Multi-Label Zero-Shot Classification of Text Documents.
In: Proceedings of the Tenth International Conference on Language Resources and Evaluation, [Conference or Workshop Item]

Hirschmann, Fabian and Nam, Jinseok and Fürnkranz, Johannes (2016):
What Makes Word-level Neural Machine Translation Hard: A Case Study on English-German Translation.
In: Proceedings of the 26th International Conference on Computational Linguistics, [Online-Edition: http://aclweb.org/anthology/C16-1301],
[Conference or Workshop Item]

Nam, Jinseok and Loza Mencía, Eneldo and Kim, Hyunwoo J. and Fürnkranz, Johannes (2015):
Predicting Unseen Labels using Label Hierarchies in Large-Scale Multi-label Learning.
Springer International Publishing, In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ISSN 0302-9743,
ISBN 978-3-319-23527-1,
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/ECML2015Na...],
[Conference or Workshop Item]

Nam, Jinseok and Kirschner, Christian and Ma, Zheng and Erbs, Nicolai and Neumann, Susanne and Oelke, Daniela and Remus, Steffen and Biemann, Chris and Eckle-Kohler, Judith and Fürnkranz, Johannes and Gurevych, Iryna and Rittberger, Marc and Weihe, Karsten (2014):
Knowledge Discovery in Scientific Literature.
In: Proceedings of the 12th Konferenz zur Verarbeitung natürlicher Sprache (KONVENS 2014), Hildesheim, Germany, ISBN 978-3-934105-46-1,
[Online-Edition: https://download.hrz.tu-darmstadt.de/media/FB20/Dekanat/Publ...],
[Conference or Workshop Item]

Nam, Jinseok and Kim, Jungi and Loza Mencía, Eneldo and Gurevych, Iryna and Fürnkranz, Johannes
Calders, Toon and Esposito, Floriana and Hüllermeier, Eyke and Meo, Rosa (eds.) (2014):
Large-Scale Multi-label Text Classification - Revisiting Neural Networks.
Springer Berlin Heidelberg, In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD-14), Part 2, In: Lecture Notes in Computer Science, 8725, ISBN 978-3-662-44850-2,
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/NN_MLC_ecm...],
[Conference or Workshop Item]

Nam, Jinseok and Fürnkranz, Johannes (2014):
On Learning Vector Representations in Hierarchical Label Spaces.
In: arXiv preprint arXiv:1412.6881, [Online-Edition: http://arxiv.org/pdf/1412.6881v2.pdf],
[Article]

Nam, Jinseok (2014):
Semi-Supervised Neural Networks for Nested Named Entity Recognition.
In: Workshop on GermEval 2014 Named Entity Recognition Shared Task, KONVENS, [Online-Edition: http://opus.bsz-bw.de/ubhi/volltexte/2014/308/pdf/03_09.pdf],
[Conference or Workshop Item]

Loza Mencía, Eneldo and Nam, Jinseok and Lee, Dong-Hyun
Glotin, H. and LeCun, Y. and Mallat, Stéphane and Tchernichovski, Ofer and Artières, Thierry and Halkias, Xanadu (eds.) (2013):
Learning multi-labeled bioacoustic samples with an unsupervised feature learning approach.
In: Proceedings of Neural Information Scaled for Bioacoustics, from Neurons to Big Data, ISSN 979-10-90821-04-0,
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/lozanam201...],
[Conference or Workshop Item]

Kim, Jungi and Nam, Jinseok and Gurevych, Iryna (2012):
Learning Semantics with Deep Belief Network for Cross-Language Information Retrieval.
In: Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), Mumbai, India, [Online-Edition: http://aclweb.org/anthology/C12-2057],
[Conference or Workshop Item]

This list was generated on Sat Oct 19 01:03:23 2019 CEST.