Transfer Learning for Context-Aware Spoken Language Understanding

Transfer Learning for Context-Aware Spoken Language Understanding

3 March 2020

Qian Chen

Wen Wang

Papers citing "Transfer Learning for Context-Aware Spoken Language Understanding"

18 / 18 papers shown

Title
Joint Slot Filling and Intent Detection via Capsule Neural Networks Chenwei Zhang Yaliang Li Nan Du Wei Fan Philip S. Yu 44 234 0 22 Dec 2018
Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents Aditya Siddhant Anuj Kumar Goyal A. Metallinou 44 51 0 13 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.5K 94,511 0 11 Oct 2018
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling Paweł Budzianowski Tsung-Hsien Wen Bo-Hsiang Tseng I. Casanueva Stefan Ultes Osman Ramadan Milica Gasic 147 1,311 0 29 Sep 2018
Zero-Shot Adaptive Transfer for Conversational Language Understanding Sungjin Lee Rahul Jha 50 60 0 29 Aug 2018
Microsoft Dialogue Challenge: Building End-to-End Task-Completion Dialogue Systems Xiujun Li Yu Wang Siqi Sun Sarah Panda Jingjing Liu Jianfeng Gao LMTD 43 104 0 29 Jul 2018
An Efficient Approach to Encoding Context for Spoken Language Understanding Raghav Gupta Abhinav Rastogi Dilek Z. Hakkani-Tür 34 22 0 01 Jul 2018
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces A. Coucke Alaa Saade Adrien Ball Théodore Bluche A. Caulier ... Thibault Gisselbrecht F. Caltagirone Thibaut Lavril Maël Primet Joseph Dureau SyDa 110 822 0 25 May 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 188 11,542 0 15 Feb 2018
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling Ankur Bapna Gokhan Tur Dilek Z. Hakkani-Tür Larry Heck 46 128 0 07 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 638 130,942 0 12 Jun 2017
Sequential Dialogue Context Modeling for Spoken Language Understanding Ankur Bapna Gokhan Tur Dilek Z. Hakkani-Tür Larry Heck 42 54 0 08 May 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 873 6,781 0 26 Sep 2016
Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling Bing-Quan Liu Ian Lane 70 676 0 06 Sep 2016
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 165 4,994 0 27 Jun 2016
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 171 4,018 0 09 Aug 2015
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books Yukun Zhu Ryan Kiros R. Zemel Ruslan Salakhutdinov R. Urtasun Antonio Torralba Sanja Fidler 118 2,544 0 22 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014