From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification

5 February 2016

André F. T. Martins

Papers citing "From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification"

28 / 128 papers shown

Title
Slices of Attention in Asynchronous Video Job Interviews Léo Hemamou G. Felhi Jean-Claude Martin Chloé Clavel 15 20 0 19 Sep 2019
Learning to Deceive with Attention-Based Explanations Danish Pruthi Mansi Gupta Bhuwan Dhingra Graham Neubig Zachary Chase Lipton 19 193 0 17 Sep 2019
Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data Sergei Popov S. Morozov Artem Babenko LMTD 93 297 0 13 Sep 2019
ParaQG: A System for Generating Questions and Answers from Paragraphs Vishwajeet Kumar Sivaanandh Muneeswaran Ganesh Ramakrishnan Yuan-Fang Li 19 9 0 04 Sep 2019
TabNet: Attentive Interpretable Tabular Learning Sercan O. Arik Tomas Pfister LMTD 55 1,293 0 20 Aug 2019
Regional Tree Regularization for Interpretability in Black Box Models Mike Wu S. Parbhoo M. C. Hughes R. Kindle Leo Anthony Celi Maurizio Zazzi Volker Roth Finale Doshi-Velez 23 37 0 13 Aug 2019
The Limited Multi-Label Projection Layer Brandon Amos V. Koltun J. Zico Kolter 29 36 0 20 Jun 2019
Relational Reasoning using Prior Knowledge for Visual Captioning Jingyi Hou Xinxiao Wu Yayun Qi Wentian Zhao Jiebo Luo Yunde Jia 17 14 0 04 Jun 2019
Transcoding compositionally: using attention to find more generalizable solutions K. Korrel Dieuwke Hupkes Verna Dankers Elia Bruni 30 31 0 04 Jun 2019
Towards Interpretable Sparse Graph Representation Learning with Laplacian Pooling Emmanuel Noutahi Dominique Beaini Julien Horwood Sébastien Giguère Prudencio Tossou AI4CE 24 34 0 28 May 2019
Interpretable Neural Predictions with Differentiable Binary Variables Jasmijn Bastings Wilker Aziz Ivan Titov 32 212 0 20 May 2019
Geometric Losses for Distributional Learning A. Mensch Mathieu Blondel Gabriel Peyré 12 15 0 15 May 2019
Sparse Sequence-to-Sequence Models Ben Peters Vlad Niculae André F. T. Martins TPM 27 209 0 14 May 2019
Selective Attention for Context-aware Neural Machine Translation Sameen Maruf André F. T. Martins Gholamreza Haffari 26 175 0 21 Mar 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 31 1,301 0 26 Feb 2019
Proximal Mean-field for Neural Network Quantization Thalaiyasingam Ajanthan P. Dokania Richard I. Hartley Philip Torr MQ 40 20 0 11 Dec 2018
Contingency-Aware Exploration in Reinforcement Learning Jongwook Choi Yijie Guo Marcin Moczulski Junhyuk Oh Neal Wu Mohammad Norouzi Honglak Lee 21 73 0 05 Nov 2018
Sparsemax and Relaxed Wasserstein for Topic Sparsity Tianyi Lin Zhibo Hu Xin Guo 16 37 0 22 Oct 2018
Sigsoftmax: Reanalysis of the Softmax Bottleneck Sekitoshi Kanai Yasuhiro Fujiwara Yuki Yamanaka S. Adachi 19 68 0 28 May 2018
OpenNMT: Neural Machine Translation Toolkit Guillaume Klein Yoon Kim Yuntian Deng Vincent Nguyen Jean Senellart Alexander M. Rush 146 119 0 28 May 2018
Maximum Causal Tsallis Entropy Imitation Learning Kyungjae Lee Sungjoon Choi Songhwai Oh OOD 29 20 0 22 May 2018
Sparse and Constrained Attention for Neural Machine Translation Chaitanya Malaviya Pedro Ferreira André F. T. Martins 22 62 0 21 May 2018
Deep Component Analysis via Alternating Direction Neural Networks Calvin Murdock Ming-Fang Chang Simon Lucey BDL 27 20 0 16 Mar 2018
Aggregated Sparse Attention for Steering Angle Prediction Sen He D. Kangin Yang Mi N. Pugeault LLMSV 25 5 0 15 Mar 2018
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 273 1,896 0 10 Jan 2017
Aspect-augmented Adversarial Networks for Domain Adaptation Yuan Zhang Regina Barzilay Tommi Jaakkola 44 96 0 01 Jan 2017
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism Edward Choi M. T. Bahadori Joshua A. Kulas A. Schuetz Walter F. Stewart Jimeng Sun AI4TS 60 1,232 0 19 Aug 2016
Rationalizing Neural Predictions Tao Lei Regina Barzilay Tommi Jaakkola 59 805 0 13 Jun 2016