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Saliency-driven Word Alignment Interpretation for Neural Machine Translation

25 June 2019

Shuoyang Ding

Hainan Xu

Philipp Koehn

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Papers citing "Saliency-driven Word Alignment Interpretation for Neural Machine Translation"

29 / 29 papers shown

Title
Adding Interpretable Attention to Neural Translation Models Improves Word Alignment Thomas Zenkel Joern Wuebker John DeNero 75 76 0 31 Jan 2019
An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation Gongbo Tang Rico Sennrich Joakim Nivre 60 85 0 17 Oct 2018
On The Alignment Problem In Multi-Head Attention-Based Neural Machine Translation Tamer Alkhouli Gabriel Bretschner Hermann Ney 51 63 0 11 Sep 2018
Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures Gongbo Tang Mathias Müller Annette Rios Gonzales Rico Sennrich 67 263 0 27 Aug 2018
Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference Reza Ghaeini Xiaoli Z. Fern Prasad Tadepalli MILM 70 97 0 12 Aug 2018
Neural Machine Translation Decoding with Terminology Constraints Eva Hasler Adria de Gispert Gonzalo Iglesias Bill Byrne AI4CE 67 109 0 09 May 2018
What does Attention in Neural Machine Translation Pay Attention to? Hamidreza Ghader Christof Monz 58 104 0 09 Oct 2017
Improving Lexical Choice in Neural Machine Translation Toan Q. Nguyen David Chiang 58 86 0 03 Oct 2017
Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder Huadong Chen Shujian Huang David Chiang Jiajun Chen 67 148 0 18 Jul 2017
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 293 2,271 0 24 Jun 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 380 1,225 0 12 Jun 2017
SmoothGrad: removing noise by adding noise D. Smilkov Nikhil Thorat Been Kim F. Viégas Martin Wattenberg FAtt ODL 207 2,236 0 12 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 800 132,454 0 12 Jun 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 174 3,290 0 08 May 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 311 4,029 0 14 Apr 2017
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 193 6,024 0 04 Mar 2017
Neural Machine Translation with Supervised Attention Lemao Liu Masao Utiyama A. Finch Eiichiro Sumita 77 156 0 14 Sep 2016
Supervised Attentions for Neural Machine Translation Haitao Mi Zhiguo Wang Abe Ittycheriah 82 134 0 30 Jul 2016
Neural Network-based Word Alignment through Score Aggregation Joël Legrand Michael Auli R. Collobert 57 27 0 30 Jun 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 354 1,375 0 06 Jun 2016
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 186 2,702 0 02 Sep 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 413 7,971 0 17 Aug 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 163 2,269 0 05 Aug 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 129 2,611 0 24 Jun 2015
Visualizing and Understanding Neural Models in NLP Jiwei Li Xinlei Chen Eduard H. Hovy Dan Jurafsky MILM FAtt 81 707 0 02 Jun 2015
Striving for Simplicity: The All Convolutional Net Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller FAtt 254 4,681 0 21 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 448 20,606 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,338 0 01 Sep 2014
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 314 7,321 0 20 Dec 2013