Amr SharafA Paper A Day: #27 A Hierarchical Approach for Generating Descriptive Image ParagraphsThis is a short summary for a paper from Stanford by Jonathan Krause, Justin Johnson, Ranjay Krishna, and Li Fei-Fei. The paper introduces…Jun 3, 2018Jun 3, 2018
Amr SharafA Paper A Day: #26 Learning to Explore with Meta-Policy GradientThis is a short review for the recently published work on learning exploration by Tianbing Xu, Qiang Liu, Liang Zhao, Wei Xu, Jian Peng.Mar 22, 2018Mar 22, 2018
Amr SharafLearning Algorithms for Active LearningThis is a discussion for the “Learning Algorithms for Active Learning” paper by Philip Bachman, Alessandro Sordoni, and Adam Trischler.Sep 22, 20171Sep 22, 20171
Amr SharafA Paper A Day: #25 Hierarchical Attention Networks for Document ClassificationToday we discuss a paper by Zichao Yang, Diyi Yang, Chris Dyer, Xiaodong He, Alex Smola, and Eduard Hovy for document classification using…Jun 17, 2017Jun 17, 2017
Amr SharafA Paper A Day: #24 Attention Is All You NeedToday we discuss Google brain’s paper by Ashish Vaswani, Noam Shazeer, Llion Jones, Niki Parmar, Jakob Uszkoreit, Aidan N. Gomez, and…Jun 16, 20172Jun 16, 20172
Amr SharafA Paper A Day: #23 Cross-lingual Transfer of Semantic Role Labeling ModelsToday we discuss a paper by Mikhail Kozhevnikov and Ivan Titov for cross-lingual transfer of semantic role labeling models.Jun 15, 2017Jun 15, 2017
Amr SharafA Paper A Day: #22 Massively Multilingual Word EmbeddingsToday we discuss a paper by Waleed Ammar, George Mulcaire, Yulia Tsvetkov, Guillaume Lample, Chris Dyer, and Noah A. Smith for learning…Jun 14, 2017Jun 14, 2017
Amr SharafA Paper A Day: #21 Memory NetworksToday we discuss the memory networks paper by Jason Weston, Sumit Chopra, and Antoine Bordes.Jun 13, 2017Jun 13, 2017
Amr SharafA Paper A Day: #20 Improving Hypernymy Detection with an Integrated Path-based and Distributional…Today we discuss a paper by Vered Shwartz, Yoav Goldberg, and Ido Dagan for hypernymy detection with an integrated path-based and…Jun 12, 2017Jun 12, 2017
Amr SharafA Paper A Day: #19 A Multi-Channel Convolutional Neural Network For Cross-Language Dialog State…I’m posting two summaries today to make up for the writeup I missed a couple of days ago as I was catching a paper deadline.Jun 11, 2017Jun 11, 2017