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Group by: No Grouping | Item Type | Date | Language
Number of items: 14.

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

Nam, Jinseok ; Loza Mencía, Eneldo ; Kim, Hyunwoo ; Fürnkranz, Johannes (2017)
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification.
Conference or Workshop Item, Bibliographie

Ma, Zheng ; Nam, Jinseok ; Weihe, Karsten (2016)
Improve Sentiment Analysis of Citations with Author Modelling.
Conference or Workshop Item, Bibliographie

Nam, Jinseok ; Loza Mencía, Eneldo ; Fürnkranz, Johannes (2016)
All-in Text: Learning Document, Label, and Word Representations Jointly.
Thirtieth AAAI Conference on Artificial Intelligence.
Conference or Workshop Item, Bibliographie

Loza Mencía, Eneldo ; Melo, Gerard de ; Nam, Jinseok (2016)
Medical Concept Embeddings via Labeled Background Corpora.
Conference or Workshop Item, Bibliographie

Sappadla, Prateek Veeranna ; Nam, Jinseok ; Loza Mencía, Eneldo ; Fürnkranz, Johannes (2016)
Using Semantic Similarity for Multi-Label Zero-Shot Classification of Text Documents.
Conference or Workshop Item, Bibliographie

Hirschmann, Fabian ; Nam, Jinseok ; Fürnkranz, Johannes (2016)
What Makes Word-level Neural Machine Translation Hard: A Case Study on English-German Translation.
Conference or Workshop Item, Bibliographie

Nam, Jinseok ; Loza Mencía, Eneldo ; Kim, Hyunwoo J. ; Fürnkranz, Johannes (2015)
Predicting Unseen Labels using Label Hierarchies in Large-Scale Multi-label Learning.
Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases.
Conference or Workshop Item, Bibliographie

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.
Hildesheim, Germany
Conference or Workshop Item, Bibliographie

Nam, Jinseok ; Kim, Jungi ; Loza Mencía, Eneldo ; Gurevych, Iryna ; Fürnkranz, Johannes
eds.: Calders, Toon ; Esposito, Floriana ; Hüllermeier, Eyke ; Meo, Rosa (2014)
Large-Scale Multi-label Text Classification - Revisiting Neural Networks.
Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD-14), Part 2.
Conference or Workshop Item, Bibliographie

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

Nam, Jinseok (2014)
Semi-Supervised Neural Networks for Nested Named Entity Recognition.
Workshop on GermEval 2014 Named Entity Recognition Shared Task, KONVENS.
Conference or Workshop Item, Bibliographie

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

Kim, Jungi ; Nam, Jinseok ; Gurevych, Iryna (2012)
Learning Semantics with Deep Belief Network for Cross-Language Information Retrieval.
Mumbai, India
Conference or Workshop Item, Bibliographie

This list was generated on Tue Apr 16 00:51:18 2024 CEST.