Personal Information

Name
Jinseok Nam
Position
Doctoral Researcher
Affiliation
KDSL-DIPF
E-Mail
nam(at)cs.tu-darmstadt.de
Office
D202
Address

TU Darmstadt

Hochschulstraße 10

60289 Darmstadt

Germany

 

Publications

  • Jinseok Nam, Eneldo Loza Mencía, and Johannes Fürnkranz. All-in Text: Learning Document, Label, and Word Representations Jointly. In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-16). Phenix, AZ, USA. 2016. [pdf][code]
  • Jinseok Nam, Eneldo Loza Mencía, Hyunwoo J. Kim, and Johannes Fürnkranz, Predicting Unseen Labels using Label Hierarchies in Large-Scale Multi-label Learning. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), 102-118, 2015. [pdf]
  • Jinseok Nam and Johannes Fürnkranz, On Learning Vector Representations in Hierarchical Label Spaces, arXiv:1412.6881, 2014. [pdf]
  • Jinseok Nam, Semi-Supervised Neural Networks for Nested Named Entity Recognition, In Workshop on GermEval 2014 Named Entity Recognition Shared Task, KONVENS, 144-148, 2014. [pdf]
  • Jinseok Nam, Jungi Kim, Eneldo Loza Mencía, Iryna Gurevych, Johannes Fürnkranz: Large-scale Multi-label Text Classification - Revisiting Neural Networks. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), 437-452, 2014. [pdf]
  • Jungi Kim, Jinseok Nam, and Iryna Gurevych: Learning Semantics with Deep Belief Network for Cross-Language Information Retrieval. In Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), 579-588, 2012. [pdf]
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