Semi-supervised Sequence Learning

4 November 2015

Papers citing "Semi-supervised Sequence Learning"

27 / 177 papers shown

Title
Neural Machine Translation and Sequence-to-sequence Models: A Tutorial Graham Neubig AIMat 37 171 0 05 Mar 2017
Learning What Data to Learn Yang Fan Fei Tian Tao Qin Jiang Bian Tie-Yan Liu 13 79 0 28 Feb 2017
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions Zichao Yang Zhiting Hu Ruslan Salakhutdinov Taylor Berg-Kirkpatrick 24 383 0 27 Feb 2017
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions Emma Strubell Pat Verga David Belanger Andrew McCallum 30 391 0 07 Feb 2017
Neural Document Embeddings for Intensive Care Patient Mortality Prediction Paulina Grnarova Florian Schmidt Stephanie L. Hyland Carsten Eickhoff 8 67 0 01 Dec 2016
Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections Zakaria Mhammedi Andrew D. Hellicar Ashfaqur Rahman James Bailey 24 129 0 01 Dec 2016
Learning Generic Sentence Representations Using Convolutional Neural Networks Zhe Gan Yunchen Pu Ricardo Henao Chunyuan Li Xiaodong He Lawrence Carin SSL 34 98 0 23 Nov 2016
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents Rui Zhang Honglak Lee Dragomir R. Radev 14 123 0 08 Nov 2016
TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency Adji Bousso Dieng Chong-Jun Wang Jianfeng Gao John Paisley 19 243 0 05 Nov 2016
A multi-task learning model for malware classification with useful file access pattern from API call sequence Xin Wang Siu-Ming Yiu 54 29 0 19 Oct 2016
Making Deep Neural Networks Robust to Label Noise: a Loss Correction Approach Giorgio Patrini A. Rozza A. Menon Richard Nock Lizhen Qu NoLa 51 1,435 0 13 Sep 2016
Ask the GRU: Multi-Task Learning for Deep Text Recommendations Trapit Bansal David Belanger Andrew McCallum 27 313 0 07 Sep 2016
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks Yossi Adi Einat Kermany Yonatan Belinkov Ofer Lavi Yoav Goldberg 20 541 0 15 Aug 2016
WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia D. Hewlett Alexandre Lacoste Llion Jones Illia Polosukhin Andrew Fandrianto Jay Han Matthew Kelcey David Berthelot RALM 39 138 0 11 Aug 2016
LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks Hendrik Strobelt Sebastian Gehrmann Hanspeter Pfister Alexander M. Rush HAI 34 83 0 23 Jun 2016
Unsupervised Learning of Predictors from Unpaired Input-Output Samples Jianshu Chen Po-Sen Huang Xiaodong He Jianfeng Gao Li Deng OOD SSL 26 8 0 15 Jun 2016
Semi-Supervised Learning for Neural Machine Translation Yong Cheng Wenyuan Xu Zhongjun He W. He Hua Wu Maosong Sun Yang Liu 29 250 0 15 Jun 2016
DeepMath - Deep Sequence Models for Premise Selection Alexander A. Alemi François Chollet N. Eén G. Irving Christian Szegedy Josef Urban LRM AIMat 13 228 0 14 Jun 2016
Impact of Power System Partitioning on the Efficiency of Distributed Multi-Step Optimization Dongliang Chen A. Bucchiarone Zhihan Lv 23 12 0 31 May 2016
Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction A. Schmaltz Yoon Kim Alexander M. Rush Stuart M. Shieber 23 42 0 16 Apr 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 21 570 0 10 Feb 2016
Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings Rie Johnson Tong Zhang AI4TS 21 255 0 07 Feb 2016
Semi-supervised Question Retrieval with Gated Convolutions Tao Lei Hrishikesh Joshi Regina Barzilay Tommi Jaakkola K. Tymoshenko Alessandro Moschitti Lluís Màrquez i Villodre RALM 23 106 0 17 Dec 2015
Multilingual Language Processing From Bytes D. Gillick Clifford Brunk Oriol Vinyals A. Subramanya 30 223 0 01 Dec 2015
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 34 2,341 0 19 Nov 2015
Multi-task Sequence to Sequence Learning Minh-Thang Luong Quoc V. Le Ilya Sutskever Oriol Vinyals Lukasz Kaiser AIMat 38 806 0 19 Nov 2015
Visualizing and Understanding Recurrent Networks A. Karpathy Justin Johnson Li Fei-Fei HAI 28 1,096 0 05 Jun 2015