Entries by tag: structured-learning

Including child/synonym tags

Paper Summary: Attention is All you Need  27 Jun 2020    paper-summary sequence-learning attention transformer-architecture
Summary of the 2017 article "Attention is All you Need" by Vaswani et al. Read More ›

Paper Summary: Neural Machine Translation by Jointly Learning to Align and Translate  11 Jan 2020    paper-summary attention sequence-learning machine-translation
Summary of the 2014 article "Neural Machine Translation by Jointly Learning to Align and Translate" by Bahdanau et al. Read More ›

Paper Summary: Long Short-Term Memory  16 Nov 2019    paper-summary neural-networks sequence-learning
Summary of the 1997 article "Long Short-Term Memory" by Hochreiter and Schmidhuber. Read More ›

Paper Summary: Sequence to Sequence Learning with Neural Networks  14 Jul 2019    paper-summary sequence-learning
Summary of the 2014 article "Sequence to Sequence Learning with Neural Networks" by Sutskever et al. Read More ›

Paper Summary: Large Margin Methods for Structured and Interdependent Output Variables  24 Jan 2019    paper-summary multi-label-learning structured-learning
Summary of the 2005 article "Large Margin Methods for Structured and Interdependent Output Variables" by Tsochantaridis et al. Read More ›

Paper Summary: Multi-Label Classification on Tree- and DAG-Structured Hierarchies  02 Jul 2018    paper-summary multi-label structured-learning hierarchical-learning natural-language-processing
Summary of the 2011 article "Multi-Label Classification on Tree- and DAG-Structured Hierarchies" by Bi and Kwok. Read More ›