A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain
Classification in Natural Language Understanding

A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding

22 April 2018

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Papers citing "A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding"

13 / 13 papers shown

Title
OneNet: Joint Domain, Intent, Slot Prediction for Spoken Language Understanding Young-Bum Kim Sungjin Lee K. Stratos 58 72 0 16 Jan 2018
Multi-Domain Adversarial Learning for Slot Filling in Spoken Language Understanding Bing-Quan Liu Ian Lane 55 31 0 30 Nov 2017
Speaker-Sensitive Dual Memory Networks for Multi-Turn Slot Tagging Young-Bum Kim Sungjin Lee R. Sarikaya 38 9 0 29 Nov 2017
Self-Normalizing Neural Networks Günter Klambauer Thomas Unterthiner Andreas Mayr Sepp Hochreiter 455 2,516 0 08 Jun 2017
Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks Zhilin Yang Ruslan Salakhutdinov William W. Cohen 40 351 0 18 Mar 2017
DyNet: The Dynamic Neural Network Toolkit Graham Neubig Chris Dyer Yoav Goldberg Austin Matthews Bridger Waleed Ammar ... Yusuke Oda Matthew Richardson Naomi Saphra Swabha Swayamdipta Pengcheng Yin 107 386 0 15 Jan 2017
Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling Bing-Quan Liu Ian Lane 76 677 0 06 Sep 2016
Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding Aaron Jaech Larry Heck Mari Ostendorf 75 78 0 01 Apr 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 187 1,650 0 16 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation Wang Ling Tiago Luís Luís Marujo Ramón Fernández Astudillo Silvio Amir Chris Dyer A. Black Isabel Trancoso CoGe 69 642 0 09 Aug 2015
Improved Transition-Based Parsing by Modeling Characters instead of Words with LSTMs Miguel Ballesteros Chris Dyer Noah A. Smith 88 299 0 04 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014

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