Sequence to Sequence Learning with Neural Networks

10 September 2014

Papers citing "Sequence to Sequence Learning with Neural Networks"

50 / 4,779 papers shown

Title
Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss Barbara Plank Anders Søgaard Yoav Goldberg 24 407 0 19 Apr 2016
Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction A. Schmaltz Yoon Kim Alexander M. Rush Stuart M. Shieber 23 42 0 16 Apr 2016
Parallelizing Word2Vec in Shared and Distributed Memory Shihao Ji N. Satish Sheng Li Pradeep Dubey VLM MoE 19 72 0 15 Apr 2016
CNN-RNN: A Unified Framework for Multi-label Image Classification Jiang Wang Yi Yang Junhua Mao Zhiheng Huang Chang Huang Wenyuan Xu SSL 34 1,162 0 15 Apr 2016
A Network-based End-to-End Trainable Task-oriented Dialogue System Tsung-Hsien Wen David Vandyke N. Mrksic Milica Gasic L. Rojas-Barahona Pei-hao Su Stefan Ultes S. Young 21 1,098 0 15 Apr 2016
Online Multi-Target Tracking Using Recurrent Neural Networks Anton Milan S. Hamid Rezatofighi A. Dick Ian Reid Konrad Schindler VOT 14 515 0 13 Apr 2016
Video Description using Bidirectional Recurrent Neural Networks Álvaro Peris Marc Bolaños Petia Radeva F. Casacuberta 20 33 0 12 Apr 2016
Disfluency Detection using a Bidirectional LSTM Vicky Zayats Mari Ostendorf Hannaneh Hajishirzi 21 114 0 12 Apr 2016
Learning Global Features for Coreference Resolution Sam Wiseman Alexander M. Rush Stuart M. Shieber 18 195 0 11 Apr 2016
Using Sentence-Level LSTM Language Models for Script Inference Karl Pichotta Raymond J. Mooney 17 75 0 11 Apr 2016
NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis Amir Shahroudy Jun Liu T. Ng G. Wang 102 2,459 0 11 Apr 2016
Optimizing Performance of Recurrent Neural Networks on GPUs J. Appleyard Tomás Kociský Phil Blunsom 25 91 0 07 Apr 2016
Neural Headline Generation with Sentence-wise Optimization Ayana Shiqi Shen Yu Zhao Zhiyuan Liu Maosong Sun 16 55 0 07 Apr 2016
Improving LSTM-based Video Description with Linguistic Knowledge Mined from Text Subhashini Venugopalan Lisa Anne Hendricks Raymond J. Mooney Kate Saenko VLM 28 117 0 06 Apr 2016
A Survey on Bayesian Deep Learning Hao Wang Dit-Yan Yeung BDL 24 49 0 06 Apr 2016
Generating Chinese Classical Poems with RNN Encoder-Decoder Xiaoyuan Yi Ruoyu Li Maosong Sun 12 109 0 06 Apr 2016
Character-Level Question Answering with Attention David Golub Xiaodong He 24 184 0 04 Apr 2016
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Chris Choy Danfei Xu JunYoung Gwak Kevin Chen Silvio Savarese 3DV 14 1,704 0 02 Apr 2016
Neural Language Correction with Character-Based Attention Ziang Xie Anand Avati N. Arivazhagan Dan Jurafsky A. Ng 36 142 0 31 Mar 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
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation Hoo-Chang Shin Kirk Roberts Le Lu Dina Demner-Fushman Jianhua Yao Ronald M. Summers 18 347 0 28 Mar 2016
Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database Xiaosong Wang Le Lu Hoo-Chang Shin Lauren Kim Isabella Nogues Jianhua Yao Ronald M. Summers 22 16 0 25 Mar 2016
Neural Summarization by Extracting Sentences and Words Jianpeng Cheng Mirella Lapata 21 815 0 23 Mar 2016
Semantic Object Parsing with Graph LSTM Xiaodan Liang Xiaohui Shen Jiashi Feng Liang Lin Shuicheng Yan 32 354 0 23 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 32 287 0 22 Mar 2016
Latent Predictor Networks for Code Generation Wang Ling Edward Grefenstette Karl Moritz Hermann Tomás Kociský A. Senior Fumin Wang Phil Blunsom 13 383 0 22 Mar 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li V. Li 56 1,534 0 21 Mar 2016
Tree-to-Sequence Attentional Neural Machine Translation Akiko Eriguchi Kazuma Hashimoto Yoshimasa Tsuruoka AIMat 27 269 0 19 Mar 2016
A Fast Unified Model for Parsing and Sentence Understanding Samuel R. Bowman Jon Gauthier Abhinav Rastogi Raghav Gupta Christopher D. Manning Christopher Potts 22 313 0 19 Mar 2016
Recurrent Dropout without Memory Loss Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 29 222 0 16 Mar 2016
Image Captioning with Semantic Attention Quanzeng You Hailin Jin Zhaowen Wang Chen Fang Jiebo Luo VLM 67 1,652 0 12 Mar 2016
Robust Scene Text Recognition with Automatic Rectification Baoguang Shi Xinggang Wang Pengyuan Lyu Cong Yao X. Bai 3DV 29 585 0 12 Mar 2016
From virtual demonstration to real-world manipulation using LSTM and MDN Rouhollah Rahmatizadeh P. Abolghasemi Aman Behal Ladislau Bölöni 32 14 0 12 Mar 2016
Training with Exploration Improves a Greedy Stack-LSTM Parser Miguel Ballesteros Yoav Goldberg Chris Dyer Noah A. Smith 28 77 0 11 Mar 2016
Image Captioning and Visual Question Answering Based on Attributes and External Knowledge Qi Wu Chunhua Shen Anton Van Den Hengel Peng Wang A. Dick 27 360 0 09 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
Super Mario as a String: Platformer Level Generation Via LSTMs A. Summerville Michael Mateas 33 149 0 02 Mar 2016
Character-based Neural Machine Translation Marta R. Costa-jussá José A. R. Fonollosa AIMat 22 335 0 02 Mar 2016
PLATO: Policy Learning using Adaptive Trajectory Optimization G. Kahn Tianhao Zhang Sergey Levine Pieter Abbeel 22 136 0 02 Mar 2016
Easy-First Dependency Parsing with Hierarchical Tree LSTMs E. Kiperwasser Yoav Goldberg 18 65 0 01 Mar 2016
Representation of linguistic form and function in recurrent neural networks Ákos Kádár Grzegorz Chrupała A. Alishahi 27 162 0 29 Feb 2016
Recurrent Orthogonal Networks and Long-Memory Tasks Mikael Henaff Arthur Szlam Yann LeCun 14 130 0 22 Feb 2016
Attentive Pooling Networks Cicero Nogueira dos Santos Ming Tan Bing Xiang Bowen Zhou 29 346 0 11 Feb 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 21 570 0 10 Feb 2016
Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks Cristóbal Esteban O. Staeck Yinchong Yang Volker Tresp 14 154 0 08 Feb 2016
Binarized Neural Networks Itay Hubara Daniel Soudry Ran El-Yaniv MQ 58 1,351 0 08 Feb 2016
Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings Rie Johnson Tong Zhang AI4TS 21 255 0 07 Feb 2016
Strongly-Typed Recurrent Neural Networks David Balduzzi Muhammad Ghifary PINN 16 60 0 06 Feb 2016
A Kronecker-factored approximate Fisher matrix for convolution layers Roger C. Grosse James Martens ODL 40 258 0 03 Feb 2016