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Number of items: 14.

Nam, Jinseok (2019):
Learning Label Structures with Neural Networks for Multi-label Classification.
Darmstadt, Technische Universität,
[Ph.D. Thesis]

Nam, Jinseok ; Loza Mencía, Eneldo ; Kim, Hyunwoo ; 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 ; Nam, Jinseok ; 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, pp. 122-127,
Association for Computational Linguistics, [Conference or Workshop Item]

Nam, Jinseok ; Loza Mencía, Eneldo ; Fürnkranz, Johannes (2016):
All-in Text: Learning Document, Label, and Word Representations Jointly.
In: Proceedings of the AAAI Conference on Artificial Intelligence, pp. 1948-1954,
Thirtieth AAAI Conference on Artificial Intelligence, [Conference or Workshop Item]

Loza Mencía, Eneldo ; Melo, Gerard de ; Nam, Jinseok (2016):
Medical Concept Embeddings via Labeled Background Corpora.
In: Proceedings of the Tenth International Conference on Language Resources and Evaluation, pp. 4629-4636,
[Conference or Workshop Item]

Sappadla, Prateek Veeranna ; Nam, Jinseok ; Loza Mencía, Eneldo ; 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, pp. 423-428,
[Conference or Workshop Item]

Hirschmann, Fabian ; Nam, Jinseok ; 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, pp. 3199-3208,
[Conference or Workshop Item]

Nam, Jinseok ; Loza Mencía, Eneldo ; Kim, Hyunwoo J. ; Fürnkranz, Johannes (2015):
Predicting Unseen Labels using Label Hierarchies in Large-Scale Multi-label Learning.
pp. 102-118, Springer International Publishing, 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,
[Conference or Workshop Item]

Nam, Jinseok ; Kirschner, Christian ; Ma, Zheng ; Erbs, Nicolai ; Neumann, Susanne ; Oelke, Daniela ; Remus, Steffen ; Biemann, Chris ; Eckle-Kohler, Judith ; Fürnkranz, Johannes ; Gurevych, Iryna ; Rittberger, Marc ; Weihe, Karsten (2014):
Knowledge Discovery in Scientific Literature.
In: Proceedings of the 12th Konferenz zur Verarbeitung natürlicher Sprache (KONVENS 2014), pp. 66-76,
Hildesheim, Germany, ISBN 978-3-934105-46-1,
[Conference or Workshop Item]

Nam, Jinseok ; Kim, Jungi ; Loza Mencía, Eneldo ; Gurevych, Iryna ; Fürnkranz, Johannes
Calders, Toon ; Esposito, Floriana ; Hüllermeier, Eyke ; Meo, Rosa (eds.) (2014):
Large-Scale Multi-label Text Classification - Revisiting Neural Networks.
In: Lecture Notes in Computer Science, 8725, pp. 437-452, Springer Berlin Heidelberg, Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD-14), Part 2, ISBN 978-3-662-44850-2,
[Conference or Workshop Item]

Nam, Jinseok ; Fürnkranz, Johannes (2014):
On Learning Vector Representations in Hierarchical Label Spaces.
In: arXiv preprint arXiv:1412.6881, [Article]

Nam, Jinseok (2014):
Semi-Supervised Neural Networks for Nested Named Entity Recognition.
pp. 144-148, Workshop on GermEval 2014 Named Entity Recognition Shared Task, KONVENS, [Conference or Workshop Item]

Loza Mencía, Eneldo ; Nam, Jinseok ; Lee, Dong-Hyun
Glotin, H. ; LeCun, Y. ; Mallat, Stéphane ; Tchernichovski, Ofer ; Artières, Thierry ; Halkias, Xanadu (eds.) (2013):
Learning multi-labeled bioacoustic samples with an unsupervised feature learning approach.
pp. 184-189, Proceedings of Neural Information Scaled for Bioacoustics, from Neurons to Big Data, ISSN 979-10-90821-04-0,
[Conference or Workshop Item]

Kim, Jungi ; Nam, Jinseok ; 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), pp. 579-588,
Mumbai, India, [Conference or Workshop Item]

This list was generated on Tue Sep 21 03:34:38 2021 CEST.