Multi-task Sequence to Sequence Learning

19 November 2015

Papers citing "Multi-task Sequence to Sequence Learning"

50 / 101 papers shown

Title
Multilingual Neural Machine Translation with Knowledge Distillation Xu Tan Yi Ren Di He Tao Qin Zhou Zhao Tie-Yan Liu 16 248 0 27 Feb 2019
Multi-Task Deep Neural Networks for Natural Language Understanding Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao AI4CE 22 1,260 0 31 Jan 2019
A Comprehensive Survey of Deep Learning for Image Captioning Md. Zakir Hossain Ferdous Sohel M. Shiratuddin Hamid Laga VLM 3DV 16 760 0 06 Oct 2018
Semi-Supervised Sequence Modeling with Cross-View Training Kevin Clark Minh-Thang Luong Christopher D. Manning Quoc V. Le SSL 6 333 0 22 Sep 2018
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension Yichong Xu Xiaodong Liu Yelong Shen Jingjing Liu Jianfeng Gao 19 51 0 18 Sep 2018
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation Akiko Eriguchi Melvin Johnson Orhan Firat Hideto Kazawa Wolfgang Macherey 13 62 0 12 Sep 2018
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers Dongxiang Zhang Lei Wang Nuo Xu B. Dai Heng Tao Shen ReLM AIMat 37 126 0 22 Aug 2018
Disentangled Representation Learning for Non-Parallel Text Style Transfer V. John Lili Mou Hareesh Bahuleyan Olga Vechtomova DRL 18 295 0 13 Aug 2018
Multi-Task Learning for Sequence Tagging: An Empirical Study Soravit Changpinyo Hexiang Hu Fei Sha 21 67 0 13 Aug 2018
Doubly Attentive Transformer Machine Translation Hasan Sait Arslan Mark Fishel G. Anbarjafari 19 13 0 30 Jul 2018
Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings Shao-Yen Tseng Brian R. Baucom P. Georgiou SSL 38 9 0 18 Jul 2018
A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation Surafel Melaku Lakew Mauro Cettolo Marcello Federico 17 103 0 18 Jun 2018
Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning Genta Indra Winata Andrea Madotto Chien-Sheng Wu Pascale Fung 9 39 0 30 May 2018
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation Han Guo Ramakanth Pasunuru Mohit Bansal 13 135 0 28 May 2018
Neural Argument Generation Augmented with Externally Retrieved Evidence Xinyu Hua Lu Wang LRM 14 61 0 25 May 2018
SemStyle: Learning to Generate Stylised Image Captions using Unaligned Text A. Mathews Lexing Xie Xuming He VLM 19 115 0 18 May 2018
A neural interlingua for multilingual machine translation Y. Lu Phillip Keung Faisal Ladhak Vikas Bhardwaj Shaonan Zhang Jason Sun AI4CE 23 125 0 23 Apr 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning Sandeep Subramanian Adam Trischler Yoshua Bengio C. Pal SSL 19 328 0 30 Mar 2018
Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing---and Back Elliot Meyerson Risto Miikkulainen 11 45 0 11 Mar 2018
Evolutionary Architecture Search For Deep Multitask Networks J. Liang Elliot Meyerson Risto Miikkulainen 17 120 0 10 Mar 2018
Tied Multitask Learning for Neural Speech Translation Antonios Anastasopoulos David Chiang 93 171 0 19 Feb 2018
A Multi-task Learning Approach for Improving Product Title Compression with User Search Log Data Jingang Wang Junfeng Tian Long Qiu Sheng Li Jun Lang Luo Si Man Lan 27 43 0 05 Jan 2018
Building machines that adapt and compute like brains Brenden Lake J. Tenenbaum AI4CE FedML NAI AILaw 248 890 0 11 Nov 2017
Fine Grained Knowledge Transfer for Personalized Task-oriented Dialogue Systems Kaixiang Mo Yu Zhang Qiang Yang Pascale Fung 25 15 0 11 Nov 2017
Neural Machine Translation with Word Predictions Rongxiang Weng Shujian Huang Zaixiang Zheng Xinyu Dai Jiajun Chen 27 41 0 05 Aug 2017
Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold Swabha Swayamdipta Sam Thomson Chris Dyer Noah A. Smith 18 118 0 29 Jun 2017
Brain Intelligence: Go Beyond Artificial Intelligence Huimin Lu Yujie Li Min Chen Hyoungseop Kim S. Serikawa 14 950 0 04 Jun 2017
Imagination improves Multimodal Translation Desmond Elliott Ákos Kádár 21 136 0 11 May 2017
Chunk-Based Bi-Scale Decoder for Neural Machine Translation Hao Zhou Zhaopeng Tu Shujian Huang Xiaohua Liu Hang Li Jiajun Chen AI4CE 6 20 0 03 May 2017
Multi-Task Video Captioning with Video and Entailment Generation Ramakanth Pasunuru Mohit Bansal 25 116 0 24 Apr 2017
Learning Joint Multilingual Sentence Representations with Neural Machine Translation Holger Schwenk Matthijs Douze 24 209 0 13 Apr 2017
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt E. Krahmer LM&MA ELM 16 809 0 29 Mar 2017
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy Christian Wachinger M. Reuter T. Klein 3DV 23 330 0 27 Feb 2017
Trainable Greedy Decoding for Neural Machine Translation Jiatao Gu Kyunghyun Cho V. Li 19 73 0 08 Feb 2017
A Knowledge-Grounded Neural Conversation Model Marjan Ghazvininejad Chris Brockett Ming-Wei Chang W. Dolan Jianfeng Gao Wen-tau Yih Michel Galley BDL 13 569 0 07 Feb 2017
Doubly-Attentive Decoder for Multi-modal Neural Machine Translation Iacer Calixto Qun Liu N. Campbell 35 179 0 04 Feb 2017
Incorporating Global Visual Features into Attention-Based Neural Machine Translation Iacer Calixto Qun Liu Nick Campbell 24 154 0 23 Jan 2017
Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation Alexandre Berard Olivier Pietquin Christophe Servan Laurent Besacier 27 313 0 06 Dec 2016
Shift-Reduce Constituent Parsing with Neural Lookahead Features Jiangming Liu Yue Zhang AI4TS 11 46 0 02 Dec 2016
A multi-task learning model for malware classification with useful file access pattern from API call sequence Xin Eric Wang S. Yiu 49 29 0 19 Oct 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016
Deep Multi-Task Learning with Shared Memory Pengfei Liu Xipeng Qiu Xuanjing Huang 18 48 0 23 Sep 2016
Multimodal Attention for Neural Machine Translation Ozan Caglayan Loïc Barrault Fethi Bougares 21 75 0 13 Sep 2016
A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation Amrita Saha Mitesh M. Khapra A. Chandar Janarthanan Rajendran Kyunghyun Cho 17 18 0 15 Jun 2016
Zero-Resource Translation with Multi-Lingual Neural Machine Translation Orhan Firat B. Sankaran Yaser Al-Onaizan Fatoş T. Yarman Vural Kyunghyun Cho 16 275 0 13 Jun 2016
Using Sentence-Level LSTM Language Models for Script Inference Karl Pichotta Raymond J. Mooney 9 75 0 11 Apr 2016
Deep Cross Residual Learning for Multitask Visual Recognition Brendan Jou Shih-Fu Chang ObjD 21 91 0 05 Apr 2016
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 209 623 0 06 Jan 2016
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 39 1,128 0 02 Oct 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 216 7,923 0 17 Aug 2015