Author identification using multi-headed recurrent neural networks

CEUR Workshop Proceedings

Volumn 1391, Issue , 2015, Pages

  Bagnall, Douglas ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS;

AUTHOR IDENTIFICATION; CHARACTER LEVEL; LANGUAGE MODEL; OUTPUT LAYER; OVERFITTING; RECURRENT LAYERS; RECURRENT NEURAL NETWORK (RNNS); SUBMODELS;

RECURRENT NEURAL NETWORKS;

EID: 84982824820     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (3)

1. Mikolov, T.: Statistical Language Models Based on Neural Networks. Ph.D. thesis, Ph. D. thesis, Brno University of Technology (2012)
2. Nair, V., Hinton, G.E.: Rectified linear units improve restricted boltzmann machines. In: Proceedings of the 27th International Conference on Machine Learning (ICML-10). pp. 807-814 (2010)
3. Stamatatos, E., Daelemans, W., Verhoeven, B., Juola, P., Lopez Lopez, A., Potthast, M., Stein, B.: Overview of the Author Identification Task at PAN 2015. In: Working Notes Papers of the CLEF 2015 Evaluation Labs. CEUR Workshop Proceedings, CLEF and CEUR-WS.org (Sep 2015), http://www.clef-initiative.eu/publication/working-notes