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Number of items: 13.

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

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

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

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

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

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

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

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 :
Knowledge Discovery in Scientific Literature.
[Online-Edition: https://download.hrz.tu-darmstadt.de/media/FB20/Dekanat/Publ...]
Proceedings of the 12th Konferenz zur Verarbeitung natürlicher Sprache (KONVENS 2014)
[Conference or Workshop Item] , (2014)

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.) :

Large-Scale Multi-label Text Classification - Revisiting Neural Networks.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/NN_MLC_ecm...]
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 . Springer Berlin Heidelberg
[Conference or Workshop Item] , (2014)

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

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

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.) :

Learning multi-labeled bioacoustic samples with an unsupervised feature learning approach.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/lozanam201...]
In: Proceedings of Neural Information Scaled for Bioacoustics, from Neurons to Big Data.
[Conference or Workshop Item] , (2013)

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

This list was generated on Tue Apr 23 00:41:36 2019 CEST.