Molding CNNs for text: non-linear, non-consecutive convolutions

17 August 2015

Papers citing "Molding CNNs for text: non-linear, non-consecutive convolutions"

15 / 15 papers shown

Title
Explaining Deep Neural Networks Oana-Maria Camburu XAI FAtt 33 26 0 04 Oct 2020
Multi-Scale Self-Attention for Text Classification Qipeng Guo Xipeng Qiu Pengfei Liu Xiangyang Xue Zheng-Wei Zhang ViT 8 62 0 02 Dec 2019
Can I Trust the Explainer? Verifying Post-hoc Explanatory Methods Oana-Maria Camburu Eleonora Giunchiglia Jakob N. Foerster Thomas Lukasiewicz Phil Blunsom FAtt AAML 34 60 0 04 Oct 2019
Star-Transformer Qipeng Guo Xipeng Qiu Pengfei Liu Yunfan Shao Xiangyang Xue Zheng-Wei Zhang 27 262 0 25 Feb 2019
SoPa: Bridging CNNs, RNNs, and Weighted Finite-State Machines Roy Schwartz Sam Thomson Noah A. Smith 33 24 0 15 May 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 42 545 0 23 Feb 2018
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding Tao Shen Dinesh Manocha Guodong Long Jing Jiang Shirui Pan Chengqi Zhang 14 748 0 14 Sep 2017
Neural Machine Translation and Sequence-to-sequence Models: A Tutorial Graham Neubig AIMat 37 171 0 05 Mar 2017
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions Emma Strubell Pat Verga David Belanger Andrew McCallum 30 391 0 07 Feb 2017
Linguistically Regularized LSTMs for Sentiment Classification Qiao Qian Minlie Huang Jinhao Lei Xiaoyan Zhu 27 149 0 12 Nov 2016
Rationalizing Neural Predictions Tao Lei Regina Barzilay Tommi Jaakkola 59 805 0 13 Jun 2016
Long Short-Term Memory-Networks for Machine Reading Jianpeng Cheng Li Dong Mirella Lapata AIMat RALM 39 1,111 0 25 Jan 2016
Semi-supervised Question Retrieval with Gated Convolutions Tao Lei Hrishikesh Joshi Regina Barzilay Tommi Jaakkola K. Tymoshenko Alessandro Moschitti Lluís Màrquez i Villodre RALM 32 106 0 17 Dec 2015
A C-LSTM Neural Network for Text Classification Chunting Zhou Chonglin Sun Zhiyuan Liu F. Lau AILaw 40 861 0 27 Nov 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,640 0 03 Jul 2012