Improving Textual Network Embedding with Global Attention via Optimal Transport

5 June 2019

Lawrence Carin

Papers citing "Improving Textual Network Embedding with Global Attention via Optimal Transport"

30 / 30 papers shown

Title
Improving Sequence-to-Sequence Learning via Optimal Transport Liqun Chen Yizhe Zhang Ruiyi Zhang Chenyang Tao Zhe Gan Haichao Zhang Bai Li Dinghan Shen Changyou Chen Lawrence Carin OT 60 94 0 18 Jan 2019
Gromov-Wasserstein Alignment of Word Embedding Spaces David Alvarez-Melis Tommi Jaakkola OT 54 328 0 31 Aug 2018
Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment Dinghan Shen Xinyuan Zhang Ricardo Henao Lawrence Carin AI4TS 52 25 0 29 Aug 2018
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 56 135 0 28 May 2018
Diffusion Maps for Textual Network Embedding Xinyuan Zhang Yitong Li Dinghan Shen Lawrence Carin DiffM GNN 87 26 0 24 May 2018
Joint Embedding of Words and Labels for Text Classification Guoyin Wang Chunyuan Li Wenlin Wang Yizhe Zhang Dinghan Shen Xinyuan Zhang Ricardo Henao Lawrence Carin AI4TS VLM 49 390 0 10 May 2018
Stochastic Answer Networks for Natural Language Inference Xiaodong Liu Kevin Duh Jianfeng Gao BDL 45 45 0 21 Apr 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 217 2,148 0 01 Mar 2018
Network Representation Learning: A Survey Daokun Zhang Jie Yin Xingquan Zhu Chengqi Zhang GNN AI4TS 95 622 0 04 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
A simple neural network module for relational reasoning Adam Santoro David Raposo David Barrett Mateusz Malinowski Razvan Pascanu Peter W. Battaglia Timothy Lillicrap GNN NAI 179 1,614 0 05 Jun 2017
A Regularized Framework for Sparse and Structured Neural Attention Vlad Niculae Mathieu Blondel 84 100 0 22 May 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 207 9,548 0 31 Mar 2017
A General Framework for Content-enhanced Network Representation Learning Xiaofei Sun Jiang Guo Xiao Ding Ting Liu GNN 3DV 71 90 0 10 Oct 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 186 10,876 0 03 Jul 2016
Attentive Pooling Networks Cicero Nogueira dos Santos Ming Tan Bing Xiang Bowen Zhou 72 347 0 11 Feb 2016
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification André F. T. Martins Ramón Fernández Astudillo 176 725 0 05 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 382 7,964 0 17 Aug 2015
A Hierarchical Neural Autoencoder for Paragraphs and Documents Jiwei Li Minh-Thang Luong Dan Jurafsky BDL 96 605 0 02 Jun 2015
LINE: Large-scale Information Network Embedding Jian Tang Meng Qu Mingzhe Wang Ming Zhang Jun Yan Qiaozhu Mei GNN 138 5,334 0 12 Mar 2015
Notes on Noise Contrastive Estimation and Negative Sampling Chris Dyer 58 101 0 30 Oct 2014
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 147 1,706 0 15 Oct 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 558 27,311 0 01 Sep 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 254 9,789 0 26 Mar 2014
word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method Yoav Goldberg Omer Levy SSL 79 1,611 0 15 Feb 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 394 33,529 0 16 Oct 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 215 4,262 0 04 Jun 2013
Kernels for Vector-Valued Functions: a Review Mauricio A. Alvarez Lorenzo Rosasco Neil D. Lawrence GP 210 927 0 30 Jun 2011
Mixed membership stochastic blockmodels E. Airoldi David M. Blei S. Fienberg Eric Xing 509 2,122 0 30 May 2007