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Sequence to Sequence Learning with Neural Networks
v1v2v3 (latest)

Sequence to Sequence Learning with Neural Networks

10 September 2014
Ilya Sutskever
Oriol Vinyals
Quoc V. Le
    AIMat
ArXiv (abs)PDFHTML

Papers citing "Sequence to Sequence Learning with Neural Networks"

50 / 6,200 papers shown
Title
Global Autoregressive Models for Data-Efficient Sequence Learning
Global Autoregressive Models for Data-Efficient Sequence Learning
Tetiana Parshakova
J. Andreoli
Marc Dymetman
68
23
0
16 Sep 2019
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB
  Retriever
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever
Libo Qin
Yijia Liu
Wanxiang Che
Haoyang Wen
Yangming Li
Ting Liu
RALM
104
62
0
15 Sep 2019
Ouroboros: On Accelerating Training of Transformer-Based Language Models
Ouroboros: On Accelerating Training of Transformer-Based Language Models
Qian Yang
Zhouyuan Huo
Wenlin Wang
Heng-Chiao Huang
Lawrence Carin
57
9
0
14 Sep 2019
Metric-Based Few-Shot Learning for Video Action Recognition
Metric-Based Few-Shot Learning for Video Action Recognition
Chris Careaga
Brian Hutchinson
Nathan Oken Hodas
Lawrence Phillips
143
22
0
14 Sep 2019
Temporal FiLM: Capturing Long-Range Sequence Dependencies with
  Feature-Wise Modulations
Temporal FiLM: Capturing Long-Range Sequence Dependencies with Feature-Wise Modulations
Sawyer Birnbaum
Volodymyr Kuleshov
S. Enam
Pang Wei Koh
Stefano Ermon
AI4TS
84
70
0
14 Sep 2019
A Universal Parent Model for Low-Resource Neural Machine Translation
  Transfer
A Universal Parent Model for Low-Resource Neural Machine Translation Transfer
Mozhdeh Gheini
Jonathan May
49
22
0
14 Sep 2019
Spatiotemporal Attention Networks for Wind Power Forecasting
Spatiotemporal Attention Networks for Wind Power Forecasting
Xingbo Fu
F. Gao
Jiang Wu
Xinyu Wei
Fangwei Duan
AI4TS
46
33
0
14 Sep 2019
Zero-Shot Action Recognition in Videos: A Survey
Zero-Shot Action Recognition in Videos: A Survey
Valter Estevam
Hélio Pedrini
David Menotti
95
59
0
13 Sep 2019
A Comparative Study on Transformer vs RNN in Speech Applications
A Comparative Study on Transformer vs RNN in Speech Applications
Shigeki Karita
Nanxin Chen
Tomoki Hayashi
Takaaki Hori
Hirofumi Inaguma
...
Ryuichi Yamamoto
Xiao-fei Wang
Shinji Watanabe
Takenori Yoshimura
Wangyou Zhang
96
722
0
13 Sep 2019
End-to-End Neural Speaker Diarization with Self-attention
End-to-End Neural Speaker Diarization with Self-attention
Yusuke Fujita
Naoyuki Kanda
Shota Horiguchi
Yawen Xue
Kenji Nagamatsu
Shinji Watanabe
240
243
0
13 Sep 2019
IR2Vec: LLVM IR based Scalable Program Embeddings
IR2Vec: LLVM IR based Scalable Program Embeddings
Venkata Keerthy
Rohit Aggarwal
Shalini Jain
Maunendra Sankar
Ramakrishna Upadrasta
Desarkar
65
10
0
13 Sep 2019
Say What I Want: Towards the Dark Side of Neural Dialogue Models
Say What I Want: Towards the Dark Side of Neural Dialogue Models
Haochen Liu
Hanyu Wang
Zitao Liu
Jiliang Tang
95
16
0
13 Sep 2019
Sequence-to-sequence Pre-training with Data Augmentation for Sentence
  Rewriting
Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting
Yi Zhang
Tao Ge
Furu Wei
Ming Zhou
Xu Sun
82
19
0
13 Sep 2019
A Deep Learning-Based Approach for Measuring the Domain Similarity of
  Persian Texts
A Deep Learning-Based Approach for Measuring the Domain Similarity of Persian Texts
Hossein Keshavarz
Shohreh Tabatabayi Seifi
M. Izadi
47
2
0
12 Sep 2019
MOSS: End-to-End Dialog System Framework with Modular Supervision
MOSS: End-to-End Dialog System Framework with Modular Supervision
Weixin Liang
Youzhi Tian
Chengcai Chen
Zhou Yu
84
51
0
12 Sep 2019
Feature Engineering and Forecasting via Derivative-free Optimization and
  Ensemble of Sequence-to-sequence Networks with Applications in Renewable
  Energy
Feature Engineering and Forecasting via Derivative-free Optimization and Ensemble of Sequence-to-sequence Networks with Applications in Renewable Energy
Mohammad Pirhooshyaran
K. Scheinberg
L. Snyder
AI4TS
78
27
0
12 Sep 2019
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain
  Natural Language Interfaces to Databases
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases
Tao Yu
Rui Zhang
H. Er
Suyi Li
Eric Xue
...
Vincent Zhang
Caiming Xiong
R. Socher
Walter S. Lasecki
Dragomir R. Radev
63
235
0
11 Sep 2019
What Makes A Good Story? Designing Composite Rewards for Visual
  Storytelling
What Makes A Good Story? Designing Composite Rewards for Visual Storytelling
Junjie Hu
Yu Cheng
Zhe Gan
Jingjing Liu
Jianfeng Gao
Graham Neubig
73
67
0
11 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable
  Generation
CTRL: A Conditional Transformer Language Model for Controllable Generation
N. Keskar
Bryan McCann
Lav Varshney
Caiming Xiong
R. Socher
AI4CE
153
1,255
0
11 Sep 2019
Adaptable Human Intention and Trajectory Prediction for Human-Robot
  Collaboration
Adaptable Human Intention and Trajectory Prediction for Human-Robot Collaboration
Abulikemu Abuduweili
Siyan Li
Changliu Liu
59
12
0
11 Sep 2019
Getting Gender Right in Neural Machine Translation
Getting Gender Right in Neural Machine Translation
Eva Vanmassenhove
Christian Hardmeier
Andy Way
101
197
0
11 Sep 2019
Video Representation Learning by Dense Predictive Coding
Video Representation Learning by Dense Predictive Coding
Tengda Han
Weidi Xie
Andrew Zisserman
SSL
115
361
0
10 Sep 2019
Select and Attend: Towards Controllable Content Selection in Text
  Generation
Select and Attend: Towards Controllable Content Selection in Text Generation
Xiaoyu Shen
Jun Suzuki
Kentaro Inui
Hui Su
Dietrich Klakow
Satoshi Sekine
76
29
0
10 Sep 2019
A Benchmark Dataset for Learning to Intervene in Online Hate Speech
A Benchmark Dataset for Learning to Intervene in Online Hate Speech
Jing Qian
Anna Bethke
Yinyin Liu
E. Belding-Royer
William Yang Wang
57
224
0
10 Sep 2019
Learning Semantic Parsers from Denotations with Latent Structured
  Alignments and Abstract Programs
Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs
Bailin Wang
Ivan Titov
Mirella Lapata
89
50
0
09 Sep 2019
Detection and Classification of Breast Cancer Metastates Based on U-Net
Detection and Classification of Breast Cancer Metastates Based on U-Net
Lin Xu
Cheng Xu
Y. Tong
Y. Su
24
1
0
09 Sep 2019
Pretrained Language Models for Sequential Sentence Classification
Pretrained Language Models for Sequential Sentence Classification
Arman Cohan
Iz Beltagy
Daniel King
Bhavana Dalvi
Daniel S. Weld
158
130
0
09 Sep 2019
A Quantum Search Decoder for Natural Language Processing
A Quantum Search Decoder for Natural Language Processing
Johannes Bausch
Sathyawageeswar Subramanian
Stephen Piddock
94
14
0
09 Sep 2019
Forecaster: A Graph Transformer for Forecasting Spatial and
  Time-Dependent Data
Forecaster: A Graph Transformer for Forecasting Spatial and Time-Dependent Data
Yongqian Li
J. M. F. Moura
AI4TS
84
31
0
09 Sep 2019
Deep Context-Aware Recommender System Utilizing Sequential Latent
  Context
Deep Context-Aware Recommender System Utilizing Sequential Latent Context
Amit Livne
Moshe Unger
Bracha Shapira
Lior Rokach
BDLHAI
42
12
0
09 Sep 2019
Improving Neural Question Generation using World Knowledge
Improving Neural Question Generation using World Knowledge
D. Gupta
Kaheer Suleman
Mahmoud Adada
Andrew McNamara
Justin Harris
MedIm
72
7
0
09 Sep 2019
MULE: Multimodal Universal Language Embedding
MULE: Multimodal Universal Language Embedding
Donghyun Kim
Kuniaki Saito
Kate Saenko
Stan Sclaroff
Bryan A. Plummer
VLM
82
40
0
08 Sep 2019
Story Realization: Expanding Plot Events into Sentences
Story Realization: Expanding Plot Events into Sentences
Prithviraj Ammanabrolu
Ethan Tien
W. Cheung
Z. Luo
William Ma
Lara J. Martin
Mark O. Riedl
NAI
92
70
0
08 Sep 2019
Imitation Learning for Human Pose Prediction
Imitation Learning for Human Pose Prediction
Borui Wang
Ehsan Adeli
Hsu-kuang Chiu
De-An Huang
Juan Carlos Niebles
78
99
0
08 Sep 2019
Artificial intelligence empowered multi-AGVs in manufacturing systems
Artificial intelligence empowered multi-AGVs in manufacturing systems
Dong Li
Bojun Ouyang
Duanpo Wu
Yaonan Wang
21
11
0
08 Sep 2019
Neural Machine Translation with Byte-Level Subwords
Neural Machine Translation with Byte-Level Subwords
Changhan Wang
Kyunghyun Cho
Jiatao Gu
96
178
0
07 Sep 2019
On Extractive and Abstractive Neural Document Summarization with
  Transformer Language Models
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models
Sandeep Subramanian
Raymond Li
Jonathan Pilault
C. Pal
295
222
0
07 Sep 2019
Look and Modify: Modification Networks for Image Captioning
Look and Modify: Modification Networks for Image Captioning
Fawaz Sammani
Mahmoud Elsayed
52
22
0
07 Sep 2019
Blackbox Attacks on Reinforcement Learning Agents Using Approximated
  Temporal Information
Blackbox Attacks on Reinforcement Learning Agents Using Approximated Temporal Information
Yiren Zhao
Ilia Shumailov
Han Cui
Xitong Gao
Robert D. Mullins
Ross J. Anderson
AAML
85
29
0
06 Sep 2019
PREMA: A Predictive Multi-task Scheduling Algorithm For Preemptible
  Neural Processing Units
PREMA: A Predictive Multi-task Scheduling Algorithm For Preemptible Neural Processing Units
Yujeong Choi
Minsoo Rhu
61
135
0
06 Sep 2019
Informative and Controllable Opinion Summarization
Informative and Controllable Opinion Summarization
Reinald Kim Amplayo
Mirella Lapata
86
57
0
05 Sep 2019
Robust Navigation with Language Pretraining and Stochastic Sampling
Robust Navigation with Language Pretraining and Stochastic Sampling
Xiujun Li
Chunyuan Li
Qiaolin Xia
Yonatan Bisk
Asli Celikyilmaz
Jianfeng Gao
Noah A. Smith
Yejin Choi
LM&Ro
146
115
0
05 Sep 2019
DeepIST: Deep Image-based Spatio-Temporal Network for Travel Time
  Estimation
DeepIST: Deep Image-based Spatio-Temporal Network for Travel Time Estimation
Tao-Yang Fu
Wang-Chien Lee
AI4TS
87
50
0
05 Sep 2019
Investigating Multilingual NMT Representations at Scale
Investigating Multilingual NMT Representations at Scale
Sneha Kudugunta
Ankur Bapna
Isaac Caswell
N. Arivazhagan
Orhan Firat
LRM
198
125
0
05 Sep 2019
ParaQG: A System for Generating Questions and Answers from Paragraphs
ParaQG: A System for Generating Questions and Answers from Paragraphs
Vishwajeet Kumar
Sivaanandh Muneeswaran
Ganesh Ramakrishnan
Yuan-Fang Li
52
9
0
04 Sep 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models
Thomas Scialom
Sylvain Lamprier
Benjamin Piwowarski
Jacopo Staiano
90
150
0
04 Sep 2019
How to Build User Simulators to Train RL-based Dialog Systems
How to Build User Simulators to Train RL-based Dialog Systems
Weiyan Shi
Kun Qian
Xuewei Wang
Zhou Yu
OffRL
55
65
0
03 Sep 2019
Structuring Latent Spaces for Stylized Response Generation
Structuring Latent Spaces for Stylized Response Generation
Xiang Gao
Yizhe Zhang
Sungjin Lee
Michel Galley
Chris Brockett
Jianfeng Gao
W. Dolan
DiffM
78
50
0
03 Sep 2019
Trouble on the Horizon: Forecasting the Derailment of Online
  Conversations as they Develop
Trouble on the Horizon: Forecasting the Derailment of Online Conversations as they Develop
Jonathan P. Chang
Cristian Danescu-Niculescu-Mizil
68
61
0
03 Sep 2019
High Accuracy and High Fidelity Extraction of Neural Networks
High Accuracy and High Fidelity Extraction of Neural Networks
Matthew Jagielski
Nicholas Carlini
David Berthelot
Alexey Kurakin
Nicolas Papernot
MLAUMIACV
103
382
0
03 Sep 2019
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