Improving Slot Filling by Utilizing Contextual Information

5 November 2019

Papers citing "Improving Slot Filling by Utilizing Contextual Information"

20 / 20 papers shown

Title
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding Libo Qin Wanxiang Che Yangming Li Haoyang Wen Ting Liu 85 261 0 05 Sep 2019
A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling Haihong E Peiqing Niu Zhongfu Chen Meina Song 40 242 0 30 Jun 2019
Robust Zero-Shot Cross-Domain Slot Filling with Example Values Darsh J. Shah Raghav Gupta Amir Fayazi Dilek Z. Hakkani-Tür VLM 34 86 0 17 Jun 2019
GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling Yanjun Liu Fandong Meng Jinchao Zhang Jinan Xu Jinan Xu Jie Zhou 51 89 0 06 Jun 2019
BERT for Joint Intent Classification and Slot Filling Qian Chen Zhu Zhuo Wen Wang VLM 82 554 0 28 Feb 2019
A Bi-model based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling Yu Wang Yilin Shen Hongxia Jin 42 198 0 26 Dec 2018
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
PyText: A Seamless Path from NLP research to production Ahmed Aly Kushal Lakhotia Shicong Zhao Mrinal Mohit Barlas Oğuz Abhinav Arora Sonal Gupta Christopher Dewan Stef Nelson-Lindall Rushin Shah 43 17 0 12 Dec 2018
Learning Speaker Representations with Mutual Information Mirco Ravanelli Yoshua Bengio SSL DRL 69 91 0 01 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Semi-Supervised Sequence Modeling with Cross-View Training Kevin Clark Minh-Thang Luong Christopher D. Manning Quoc V. Le SSL 54 334 0 22 Sep 2018
Learning deep representations by mutual information estimation and maximization R. Devon Hjelm A. Fedorov Samuel Lavoie-Marchildon Karan Grewal Phil Bachman Adam Trischler Yoshua Bengio SSL DRL 320 2,662 0 20 Aug 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 113 825 0 25 May 2018
MINE: Mutual Information Neural Estimation Mohamed Ishmael Belghazi A. Baratin Sai Rajeswar Sherjil Ozair Yoshua Bengio Aaron Courville R. Devon Hjelm DRL 191 1,279 0 12 Jan 2018
Rasa: Open Source Language Understanding and Dialogue Management Tom Bocklisch Joe Faulkner Nick Pawlowski Alan Nichol VLM 44 428 0 14 Dec 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 635 29,076 0 09 Sep 2016
Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling Bing-Quan Liu Ian Lane 73 677 0 06 Sep 2016
Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding Ngoc Thang Vu 50 60 0 24 Jun 2016
Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling Gakuto Kurata Bing Xiang Bowen Zhou Mo Yu 89 125 0 07 Jan 2016
Recurrent Neural Networks with External Memory for Language Understanding Baolin Peng Kaisheng Yao RALM 71 49 0 31 May 2015