Latent Multi-task Architecture Learning

v1v2v3 (latest)

Latent Multi-task Architecture Learning

23 May 2017

Sebastian Ruder

Isabelle Augenstein

Anders Søgaard

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Papers citing "Latent Multi-task Architecture Learning"

14 / 14 papers shown

Title
Adversarial Multi-task Learning for Text Classification Pengfei Liu Xipeng Qiu Xuanjing Huang 140 612 0 19 Apr 2017
Identifying beneficial task relations for multi-task learning in deep neural networks Joachim Bingel Anders Søgaard 69 252 0 27 Feb 2017
When is multitask learning effective? Semantic sequence prediction under varying data conditions Héctor Martínez Alonso Barbara Plank 77 163 0 07 Dec 2016
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 351 4,636 0 10 Nov 2016
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks Kazuma Hashimoto Caiming Xiong Yoshimasa Tsuruoka R. Socher KELM 103 575 0 05 Nov 2016
Domain Separation Networks Konstantinos Bousmalis George Trigeorgis N. Silberman Dilip Krishnan D. Erhan OOD 112 1,453 0 22 Aug 2016
Trace Norm Regularised Deep Multi-Task Learning Yongxin Yang Timothy M. Hospedales FedML 99 220 0 13 Jun 2016
Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss Barbara Plank Anders Søgaard Yoav Goldberg 66 409 0 19 Apr 2016
Cross-stitch Networks for Multi-task Learning Ishan Misra Abhinav Shrivastava Abhinav Gupta M. Hebert 103 1,351 0 12 Apr 2016
Multi-Task Cross-Lingual Sequence Tagging from Scratch Zhilin Yang Ruslan Salakhutdinov William W. Cohen VLM 66 227 0 20 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,510 0 10 Dec 2015
A Model of Inductive Bias Learning Jonathan Baxter 115 1,217 0 01 Jun 2011
Frustratingly Easy Domain Adaptation Hal Daumé 128 1,800 0 10 Jul 2009
Clustered Multi-Task Learning: A Convex Formulation Laurent Jacob Francis R. Bach Jean-Philippe Vert 126 510 0 11 Sep 2008

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