Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates

29 June 2018

Papers citing "Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates"

15 / 15 papers shown

Title
Neural Sentence Embedding using Only In-domain Sentences for Out-of-domain Sentence Detection in Dialog Systems Seonghan Ryu Seokhwan Kim Junhwi Choi Hwanjo Yu G. G. Lee 28 52 0 27 Jul 2018
Efficient Large-Scale Domain Classification with Personalized Attention Young-Bum Kim Dongchan Kim Anjishnu Kumar R. Sarikaya 51 22 0 22 Apr 2018
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding Young-Bum Kim Dongchan Kim Joo-Kyung Kim R. Sarikaya 45 24 0 22 Apr 2018
OneNet: Joint Domain, Intent, Slot Prediction for Spoken Language Understanding Young-Bum Kim Sungjin Lee K. Stratos 56 72 0 16 Jan 2018
Just ASK: Building an Architecture for Extensible Self-Service Spoken Language Understanding Anjishnu Kumar Arpit Gupta Julian Chan S. Tucker Björn Hoffmeister ... Ankur Gandhe Denis Filiminov Ariya Rastrow Christian Monson Agnika Kumar ELM AuLLM 58 67 0 01 Nov 2017
A systematic study of the class imbalance problem in convolutional neural networks Mateusz Buda A. Maki Maciej A. Mazurowski 211 2,362 0 15 Oct 2017
Self-Normalizing Neural Networks Günter Klambauer Thomas Unterthiner Andreas Mayr Sepp Hochreiter 452 2,511 0 08 Jun 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 95 386 0 15 Jan 2017
Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss Barbara Plank Anders Søgaard Yoav Goldberg 47 409 0 19 Apr 2016
Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding Aaron Jaech Larry Heck Mari Ostendorf 65 78 0 01 Apr 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 180 1,650 0 16 Dec 2015
LSTM: A Search Space Odyssey Klaus Greff R. Srivastava Jan Koutník Bas R. Steunebrink Jürgen Schmidhuber AI4TS VLM 116 5,294 0 13 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 615 13,420 0 25 Aug 2014
SMOTE: Synthetic Minority Over-sampling Technique Nitesh Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 358 25,642 0 09 Jun 2011