LSTM: A Search Space Odyssey

13 March 2015

Papers citing "LSTM: A Search Space Odyssey"

23 / 323 papers shown

Title
Learning Compact Recurrent Neural Networks Zhiyun Lu Vikas Sindhwani Tara N. Sainath 17 86 0 09 Apr 2016
Minimal Gated Unit for Recurrent Neural Networks Guoxiang Zhou Jianxin Wu Chen-Da Liu-Zhang Zhi-Hua Zhou 31 326 0 31 Mar 2016
Recurrent Neural Network Encoder with Attention for Community Question Answering Wei-Ning Hsu Yu Zhang James R. Glass 17 13 0 23 Mar 2016
Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus Iulian Serban Alberto García-Durán Çağlar Gülçehre Sungjin Ahn A. Chandar Aaron Courville Yoshua Bengio LRM 38 287 0 22 Mar 2016
Audio Word2Vec: Unsupervised Learning of Audio Segment Representations using Sequence-to-sequence Autoencoder Yu-An Chung Chao-Chung Wu Chia-Hao Shen Hung-yi Lee Lin-Shan Lee AI4TS 25 182 0 03 Mar 2016
Bi-directional LSTM Recurrent Neural Network for Chinese Word Segmentation Yushi Yao Zheng Huang 22 120 0 16 Feb 2016
Strongly-Typed Recurrent Neural Networks David Balduzzi Muhammad Ghifary PINN 16 60 0 06 Feb 2016
Recurrent Memory Networks for Language Modeling Ke M. Tran Arianna Bisazza Christof Monz 30 21 0 06 Jan 2016
Deep-Spying: Spying using Smartwatch and Deep Learning Tony Beltramelli S. Risi 14 32 0 17 Dec 2015
Continuous online sequence learning with an unsupervised neural network model Yuwei Cui Subutai Ahmad J. Hawkins CLL 27 239 0 17 Dec 2015
Towards Universal Paraphrastic Sentence Embeddings John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu AI4TS 30 552 0 25 Nov 2015
Natural Language Understanding with Distributed Representation Kyunghyun Cho GNN BDL 21 55 0 24 Nov 2015
rnn : Recurrent Library for Torch Nicholas Léonard Sagar M. Waghmare Yang Wang Jin-Hwa Kim 19 42 0 24 Nov 2015
Recurrent Neural Networks Hardware Implementation on FPGA Andre Xian Ming Chang B. Martini Eugenio Culurciello 27 126 0 17 Nov 2015
Improving performance of recurrent neural network with relu nonlinearity S. Talathi Aniket A. Vartak ODL 32 88 0 12 Nov 2015
Larger-Context Language Modelling Tian Wang Kyunghyun Cho 28 87 0 11 Nov 2015
Generation and Comprehension of Unambiguous Object Descriptions Junhua Mao Jonathan Huang Alexander Toshev Oana-Maria Camburu Alan Yuille Kevin Patrick Murphy ObjD 54 1,315 0 07 Nov 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 50 1,129 0 02 Oct 2015
Guiding Long-Short Term Memory for Image Caption Generation Xu Jia E. Gavves Basura Fernando Tinne Tuytelaars VLM 22 101 0 16 Sep 2015
Character-level Convolutional Networks for Text Classification Xiang Zhang Jun Zhao Yann LeCun 11 6,005 0 04 Sep 2015
Improved Transition-Based Parsing by Modeling Characters instead of Words with LSTMs Miguel Ballesteros Chris Dyer Noah A. Smith 19 299 0 04 Aug 2015
Visualizing and Understanding Recurrent Networks A. Karpathy Justin Johnson Li Fei-Fei HAI 31 1,096 0 05 Jun 2015
Neural Responding Machine for Short-Text Conversation Lifeng Shang Zhengdong Lu Hang Li 36 1,143 0 09 Mar 2015