Title
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Deep Learning with Dynamic Computation Graphs Moshe Looks Marcello Herreshoff DeLesley S. Hutchins Peter Norvig GNN AI4CE 71 134 0 07 Feb 2017
Semi Supervised Preposition-Sense Disambiguation using Multilingual Data Hila Gonen Yoav Goldberg 56 16 0 27 Nov 2016
CogALex-V Shared Task: LexNET - Integrated Path-based and Distributional Method for the Identification of Semantic Relations Vered Shwartz Ido Dagan 21 17 0 27 Oct 2016
A Neural Network for Coordination Boundary Prediction Jessica Ficler Yoav Goldberg 20 22 0 13 Oct 2016
Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs Swabha Swayamdipta Miguel Ballesteros Chris Dyer Noah A. Smith RALM 35 64 0 29 Jun 2016
Generalizing and Hybridizing Count-based and Neural Language Models Graham Neubig Chris Dyer 73 31 0 01 Jun 2016
Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss Barbara Plank Anders Søgaard Yoav Goldberg 44 408 0 19 Apr 2016
Improving sentence compression by learning to predict gaze Sigrid Klerke Yoav Goldberg Anders Søgaard 39 125 0 12 Apr 2016
Semantic Object Parsing with Graph LSTM Xiaodan Liang Xiaohui Shen Jiashi Feng Liang Lin Shuicheng Yan 161 354 0 23 Mar 2016
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method Vered Shwartz Yoav Goldberg Ido Dagan 53 235 0 19 Mar 2016
A Fast Unified Model for Parsing and Sentence Understanding Samuel R. Bowman Jon Gauthier Abhinav Rastogi Raghav Gupta Christopher D. Manning Christopher Potts 48 314 0 19 Mar 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 218 11,135 0 14 Mar 2016
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations E. Kiperwasser Yoav Goldberg 60 665 0 14 Mar 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 209 4,006 0 04 Mar 2016
Character-based Neural Machine Translation Marta R. Costa-jussá José A. R. Fonollosa AIMat 64 338 0 02 Mar 2016
Easy-First Dependency Parsing with Hierarchical Tree LSTMs E. Kiperwasser Yoav Goldberg 38 65 0 01 Mar 2016
Recurrent Neural Network Grammars Chris Dyer A. Kuncoro Miguel Ballesteros Noah A. Smith GNN 83 524 0 25 Feb 2016
Learning to Compose Neural Networks for Question Answering Jacob Andreas Marcus Rohrbach Trevor Darrell Dan Klein NAI KELM BDL CoGe 78 565 0 07 Jan 2016
Incorporating Structural Alignment Biases into an Attentional Neural Translation Model Trevor Cohn Cong Duy Vu Hoang Ekaterina Vymolova Kaisheng Yao Chris Dyer Gholamreza Haffari 59 174 0 06 Jan 2016
Morphological Inflection Generation Using Character Sequence to Sequence Learning Manaal Faruqui Yulia Tsvetkov Graham Neubig Chris Dyer 49 137 0 18 Dec 2015
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems Tianqi Chen Mu Li Yutian Li Min Lin Naiyan Wang Minjie Wang Tianjun Xiao Bing Xu Chiyuan Zhang Zheng Zhang 150 2,243 0 03 Dec 2015
Segmental Recurrent Neural Networks Lingpeng Kong Chris Dyer Noah A. Smith 60 124 0 18 Nov 2015
Approximation-Aware Dependency Parsing by Belief Propagation Matthew R. Gormley Mark Dredze Jason Eisner 3DV 43 33 0 10 Aug 2015
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 169 3,999 0 09 Aug 2015
Transition-Based Dependency Parsing with Stack Long Short-Term Memory Chris Dyer Miguel Ballesteros Wang Ling Austin Matthews Noah A. Smith 114 801 0 29 May 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 124 3,117 0 28 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.1K 149,474 0 22 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 361 12,662 0 11 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 317 20,491 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 413 27,205 0 01 Sep 2014
HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent Feng Niu Benjamin Recht Christopher Ré Stephen J. Wright 150 2,272 0 28 Jun 2011
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 143 7,711 0 02 Mar 2011