Analyzing and Interpreting Convolutional Neural Networks in NLP

18 October 2018

Papers citing "Analyzing and Interpreting Convolutional Neural Networks in NLP"

13 / 13 papers shown

Title
Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models Hendrik Strobelt Sebastian Gehrmann M. Behrisch Adam Perer Hanspeter Pfister Alexander M. Rush VLM HAI 54 240 0 25 Apr 2018
Detecting Linguistic Characteristics of Alzheimer's Dementia by Interpreting Neural Models Sweta Karlekar Tong Niu Joey Tianyi Zhou 35 108 0 17 Apr 2018
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 171 3,288 0 08 May 2017
A Convolutional Encoder Model for Neural Machine Translation Jonas Gehring Michael Auli David Grangier Yann N. Dauphin 83 450 0 07 Nov 2016
Interpreting Neural Networks to Improve Politeness Comprehension Malika Aubakirova Joey Tianyi Zhou FAtt MILM 42 56 0 09 Oct 2016
Towards Better Analysis of Deep Convolutional Neural Networks Mengchen Liu Jiaxin Shi Zerui Li Chongxuan Li Jun Zhu Shixia Liu HAI 89 477 0 24 Apr 2016
Representation of linguistic form and function in recurrent neural networks Ákos Kádár Grzegorz Chrupała Afra Alishahi 65 3 0 29 Feb 2016
Visualizing and Understanding Recurrent Networks A. Karpathy Justin Johnson Li Fei-Fei HAI 126 1,101 0 05 Jun 2015
Visualizing and Understanding Neural Models in NLP Jiwei Li Xinlei Chen Eduard H. Hovy Dan Jurafsky MILM FAtt 81 706 0 02 Jun 2015
Effective Use of Word Order for Text Categorization with Convolutional Neural Networks Rie Johnson Tong Zhang 103 882 0 01 Dec 2014
Understanding Deep Image Representations by Inverting Them Aravindh Mahendran Andrea Vedaldi FAtt 129 1,965 0 26 Nov 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 635 13,431 0 25 Aug 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,902 0 12 Nov 2013