Multi-task Sequence to Sequence Learning

19 November 2015

Papers citing "Multi-task Sequence to Sequence Learning"

50 / 350 papers shown

Title
One-Shot Neural Cross-Lingual Transfer for Paradigm Completion Katharina Kann Ryan Cotterell Hinrich Schütze 10 40 0 31 Mar 2017
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt E. Krahmer LM&MA ELM 27 810 0 29 Mar 2017
Sequence-to-Sequence Models Can Directly Translate Foreign Speech Ron J. Weiss J. Chorowski Navdeep Jaitly Yonghui Wu Z. Chen 28 341 0 24 Mar 2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling Diego Marcheggiani Ivan Titov GNN NAI 11 828 0 14 Mar 2017
DRAGNN: A Transition-based Framework for Dynamically Connected Neural Networks Lingpeng Kong Chris Alberti D. Andor Ivan Bogatyy David J. Weiss GNN 42 34 0 13 Mar 2017
Identifying beneficial task relations for multi-task learning in deep neural networks Joachim Bingel Anders Søgaard 16 251 0 27 Feb 2017
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy Christian Wachinger M. Reuter T. Klein 3DV 42 330 0 27 Feb 2017
Multitask Learning with CTC and Segmental CRF for Speech Recognition Liang Lu Lingpeng Kong Chris Dyer Noah A. Smith 17 24 0 21 Feb 2017
Learning to generate one-sentence biographies from Wikidata Andrew Chisholm Will Radford Ben Hachey SyDa 82 110 0 21 Feb 2017
Trainable Greedy Decoding for Neural Machine Translation Jiatao Gu Kyunghyun Cho V. Li 24 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 33 569 0 07 Feb 2017
Neural Semantic Parsing over Multiple Knowledge-bases Jonathan Herzig Jonathan Berant 21 57 0 06 Feb 2017
Doubly-Attentive Decoder for Multi-modal Neural Machine Translation Iacer Calixto Qun Liu N. Campbell 40 179 0 04 Feb 2017
Predicting Target Language CCG Supertags Improves Neural Machine Translation Maria Nadejde Siva Reddy Rico Sennrich Tomasz Dwojak Marcin Junczys-Dowmunt Philipp Koehn Alexandra Birch 21 81 0 03 Feb 2017
Incorporating Global Visual Features into Attention-Based Neural Machine Translation Iacer Calixto Qun Liu Nick Campbell 32 154 0 23 Jan 2017
Efficient Action Detection in Untrimmed Videos via Multi-Task Learning Yi Zhu Shawn D. Newsam 25 33 0 22 Dec 2016
When is multitask learning effective? Semantic sequence prediction under varying data conditions Héctor Martínez Alonso Barbara Plank 32 163 0 07 Dec 2016
Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation Alexandre Berard Olivier Pietquin Christophe Servan Laurent Besacier 43 314 0 06 Dec 2016
Shift-Reduce Constituent Parsing with Neural Lookahead Features Jiangming Liu Yue Zhang AI4TS 27 46 0 02 Dec 2016
Toward Multilingual Neural Machine Translation with Universal Encoder and Decoder Thanh-Le Ha Jan Niehues A. Waibel AI4CE 21 289 0 15 Nov 2016
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson M. Schuster Quoc V. Le M. Krikun Yonghui Wu ... F. Viégas Martin Wattenberg Gregory S. Corrado Macduff Hughes Jeffrey Dean 42 2,072 0 14 Nov 2016
Zero-resource Machine Translation by Multimodal Encoder-decoder Network with Multimedia Pivot Hideki Nakayama Noriki Nishida 29 62 0 14 Nov 2016
Unsupervised Pretraining for Sequence to Sequence Learning Prajit Ramachandran Peter J. Liu Quoc V. Le SSL AIMat 32 281 0 08 Nov 2016
Differentiable Programs with Neural Libraries Alexander L. Gaunt Marc Brockschmidt Nate Kushman Daniel Tarlow 19 71 0 07 Nov 2016
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks Kazuma Hashimoto Caiming Xiong Yoshimasa Tsuruoka R. Socher KELM 35 574 0 05 Nov 2016
Exploiting Spatio-Temporal Structure with Recurrent Winner-Take-All Networks Eder Santana Matthew S. Emigh Pablo Zegers José C. Príncipe BDL 33 15 0 31 Oct 2016
Improving historical spelling normalization with bi-directional LSTMs and multi-task learning Marcel Bollmann Anders Søgaard AI4TS 14 64 0 25 Oct 2016
Bridging Neural Machine Translation and Bilingual Dictionaries Jiajun Zhang Chengqing Zong 60 54 0 24 Oct 2016
A multi-task learning model for malware classification with useful file access pattern from API call sequence Xin Wang Siu-Ming Yiu 56 29 0 19 Oct 2016
Keystroke dynamics as signal for shallow syntactic parsing Barbara Plank 16 39 0 11 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 6,748 0 26 Sep 2016
Deep Multi-Task Learning with Shared Memory Pengfei Liu Xipeng Qiu Xuanjing Huang 32 48 0 23 Sep 2016
Neural Machine Transliteration: Preliminary Results A. H. Jadidinejad 11 9 0 14 Sep 2016
Multimodal Attention for Neural Machine Translation Ozan Caglayan Loïc Barrault Fethi Bougares 31 75 0 13 Sep 2016
Neural Contextual Conversation Learning with Labeled Question-Answering Pairs Kun Xiong Anqi Cui Zefeng Zhang Ming Li 6 9 0 20 Jul 2016
Neural Discourse Modeling of Conversations J. Pierre M. Butler Jacob Portnoff Luis Aguilar 8 2 0 15 Jul 2016
Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks Rajarshi Das Arvind Neelakantan David Belanger Andrew McCallum NAI AI4CE LRM 31 268 0 05 Jul 2016
A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation Amrita Saha Mitesh M. Khapra A. Chandar Janarthanan Rajendran Kyunghyun Cho 22 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
Dependency Parsing as Head Selection Xingxing Zhang Jianpeng Cheng Mirella Lapata 16 95 0 03 Jun 2016
Exploiting Multi-typed Treebanks for Parsing with Deep Multi-task Learning Jiang Guo Wanxiang Che Haifeng Wang Ting Liu 9 21 0 03 Jun 2016
Using Sentence-Level LSTM Language Models for Script Inference Karl Pichotta Raymond J. Mooney 17 75 0 11 Apr 2016
Deep Cross Residual Learning for Multitask Visual Recognition Brendan Jou Shih-Fu Chang ObjD 29 91 0 05 Apr 2016
Character-Level Neural Translation for Multilingual Media Monitoring in the SUMMA Project Guntis Barzdins Steve Renals D. Gosko 15 5 0 05 Apr 2016
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 231 623 0 06 Jan 2016
Multi-Source Neural Translation Barret Zoph Kevin Knight AI4CE 9 323 0 05 Jan 2016
Natural Language Understanding with Distributed Representation Kyunghyun Cho GNN BDL 21 55 0 24 Nov 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 50 1,128 0 02 Oct 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015
Learning Task Grouping and Overlap in Multi-task Learning Abhishek Kumar Hal Daumé 184 524 0 27 Jun 2012