Multi-task Sequence to Sequence Learning

19 November 2015

Papers citing "Multi-task Sequence to Sequence Learning"

50 / 350 papers shown

Title
Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing---and Back Elliot Meyerson Risto Miikkulainen 25 45 0 11 Mar 2018
Evolutionary Architecture Search For Deep Multitask Networks J. Liang Elliot Meyerson Risto Miikkulainen 39 120 0 10 Mar 2018
Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces Isabelle Augenstein Sebastian Ruder Anders Søgaard SSL 17 73 0 27 Feb 2018
Meta Multi-Task Learning for Sequence Modeling Junkun Chen Xipeng Qiu Pengfei Liu Xuanjing Huang 8 92 0 25 Feb 2018
Tied Multitask Learning for Neural Speech Translation Antonios Anastasopoulos David Chiang 102 172 0 19 Feb 2018
Multi-Task Learning for Extraction of Adverse Drug Reaction Mentions from Tweets Shashank Gupta Manish Gupta Vasudeva Varma Sachin Sharad Pawar Nitin Ramrakhiyani Girish Keshav Palshikar 27 12 0 14 Feb 2018
Disjoint Multi-task Learning between Heterogeneous Human-centric Tasks Dong-Jin Kim Jinsoo Choi Tae-Hyun Oh Youngjin Yoon In So Kweon 24 27 0 14 Feb 2018
End-to-End Automatic Speech Translation of Audiobooks Alexandre Berard Laurent Besacier A. Kocabiyikoglu Olivier Pietquin 80 190 0 12 Feb 2018
Efficient Neural Architecture Search via Parameter Sharing Hieu H. Pham M. Guan Barret Zoph Quoc V. Le J. Dean 26 2,746 0 09 Feb 2018
Emerging Language Spaces Learned From Massively Multilingual Corpora Jörg Tiedemann 17 25 0 01 Feb 2018
Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph Amrita Saha Vardaan Pahuja Mitesh M. Khapra Karthik Sankaranarayanan A. Chandar 32 197 0 31 Jan 2018
Multi-Task Pharmacovigilance Mining from Social Media Posts Shaika Chowdhury Chenwei Zhang Philip S. Yu 19 32 0 19 Jan 2018
Natural Language Multitasking: Analyzing and Improving Syntactic Saliency of Hidden Representations Gino Brunner Yuyi Wang Roger Wattenhofer Michael Weigelt 13 11 0 18 Jan 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 29 43 0 05 Jan 2018
Effective Strategies in Zero-Shot Neural Machine Translation Thanh-Le Ha Jan Niehues A. Waibel 23 39 0 21 Nov 2017
Controllable Abstractive Summarization Angela Fan David Grangier Michael Auli 36 306 0 14 Nov 2017
Attention-based Information Fusion using Multi-Encoder-Decoder Recurrent Neural Networks S. Baier Sigurd Spieckermann Volker Tresp HAI 20 4 0 13 Nov 2017
Building machines that adapt and compute like brains Brenden M. Lake J. Tenenbaum AI4CE FedML NAI AILaw 254 890 0 11 Nov 2017
Fine Grained Knowledge Transfer for Personalized Task-oriented Dialogue Systems Kaixiang Mo Yu Zhang Qiang Yang Pascale Fung 33 15 0 11 Nov 2017
One Model to Rule them all: Multitask and Multilingual Modelling for Lexical Analysis Johannes Bjerva 32 6 0 03 Nov 2017
Towards Neural Machine Translation with Partially Aligned Corpora Yining Wang Yang Zhao Jiajun Zhang Chengqing Zong Zhengshan Xue 32 10 0 03 Nov 2017
Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering Elliot Meyerson Risto Miikkulainen MoE 27 92 0 31 Oct 2017
Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models Yi Luan Chris Brockett W. Dolan Jianfeng Gao Michel Galley 29 82 0 20 Oct 2017
Sequence to Sequence Learning for Event Prediction Dai Quoc Nguyen Dat Quoc Nguyen C. Chu Stefan Thater Manfred Pinkal 58 24 0 18 Sep 2017
Deep Automated Multi-task Learning Davis Liang Yang Shu AIMat 25 9 0 16 Sep 2017
Neural Machine Translation with Word Predictions Rongxiang Weng Shujian Huang Zaixiang Zheng Xinyu Dai Jiajun Chen 35 41 0 05 Aug 2017
Exploiting Linguistic Resources for Neural Machine Translation Using Multi-task Learning Jan Niehues Eunah Cho 14 115 0 03 Aug 2017
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 14 2,168 0 25 Jul 2017
Auxiliary Objectives for Neural Error Detection Models Marek Rei H. Yannakoudakis 18 25 0 17 Jul 2017
LIG-CRIStAL System for the WMT17 Automatic Post-Editing Task Alexandre Berard Olivier Pietquin Laurent Besacier 23 11 0 17 Jul 2017
LIUM-CVC Submissions for WMT17 Multimodal Translation Task Ozan Caglayan Walid Aransa Adrien Bardet Mercedes García-Martínez Fethi Bougares Loïc Barrault Marc Masana Luis Herranz Joost van de Weijer 33 62 0 14 Jul 2017
A Brief Study of In-Domain Transfer and Learning from Fewer Samples using A Few Simple Priors Marc Pickett Ayush Sekhari James Davidson BDL MLT 22 0 0 13 Jul 2017
Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold Swabha Swayamdipta Sam Thomson Chris Dyer Noah A. Smith 22 118 0 29 Jun 2017
Transfer Learning for Neural Semantic Parsing Xing Fan Emilio Monti Lambert Mathias Markus Dreyer 25 65 0 14 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 26 127,963 0 12 Jun 2017
Brain Intelligence: Go Beyond Artificial Intelligence Huimin Lu Yujie Li Min Chen Hyoungseop Kim S. Serikawa 26 949 0 04 Jun 2017
Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks Van-Khanh Tran Le-Minh Nguyen 39 41 0 01 Jun 2017
Search Engine Guided Non-Parametric Neural Machine Translation Jiatao Gu Yong Wang Kyunghyun Cho V. Li 33 48 0 20 May 2017
Imagination improves Multimodal Translation Desmond Elliott Ákos Kádár 29 136 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 24 20 0 03 May 2017
Adversarial Multi-Criteria Learning for Chinese Word Segmentation Xinchi Chen Zhan Shi Xipeng Qiu Xuanjing Huang 13 172 0 25 Apr 2017
Multi-Task Video Captioning with Video and Entailment Generation Ramakanth Pasunuru Joey Tianyi Zhou 33 116 0 24 Apr 2017
Parsing Speech: A Neural Approach to Integrating Lexical and Acoustic-Prosodic Information Trang Tran Shubham Toshniwal Joey Tianyi Zhou Kevin Gimpel Karen Livescu Mari Ostendorf 14 11 0 24 Apr 2017
Adversarial Multi-task Learning for Text Classification Pengfei Liu Xipeng Qiu Xuanjing Huang 13 605 0 19 Apr 2017
An Empirical Analysis of NMT-Derived Interlingual Embeddings and their Use in Parallel Sentence Identification C. España-Bonet Á. Varga Alberto Barrón-Cedeño Josef van Genabith 37 74 0 18 Apr 2017
Towards String-to-Tree Neural Machine Translation Roee Aharoni Yoav Goldberg NAI 11 154 0 16 Apr 2017
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation Jasmijn Bastings Ivan Titov Wilker Aziz Diego Marcheggiani K. Simaán GNN 27 492 0 15 Apr 2017
Learning Joint Multilingual Sentence Representations with Neural Machine Translation Holger Schwenk Matthijs Douze 37 209 0 13 Apr 2017
Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition Shubham Toshniwal Hao Tang Liang Lu Karen Livescu 16 116 0 05 Apr 2017
Multi-Task Learning of Keyphrase Boundary Classification Isabelle Augenstein Anders Søgaard 35 71 0 03 Apr 2017