A survey of joint intent detection and slot-filling models in natural
language understanding

A survey of joint intent detection and slot-filling models in natural language understanding

20 January 2021

Papers citing "A survey of joint intent detection and slot-filling models in natural language understanding"

12 / 12 papers shown

Title
Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding Su Zhu Zijian Zhao Rao Ma Kai Yu 21 11 0 22 Mar 2020
Parallel Intent and Slot Prediction using MLB Fusion Anmol Bhasin Bharatram S. Natarajan Gaurav Mathur Himanshu Mangla 45 8 0 20 Mar 2020
Improving Slot Filling by Utilizing Contextual Information Amir Pouran Ben Veyseh Franck Dernoncourt Thien Huu Nguyen 21 6 0 05 Nov 2019
CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding Yijin Liu Fandong Meng Jinchao Zhang Jie Zhou Jinan Xu Jinan Xu 39 72 0 16 Sep 2019
Multi-Task Networks With Universe, Group, and Task Feature Learning Shiva K. Pentyala Mengwen Liu Markus Dreyer 85 23 0 03 Jul 2019
A Bi-model based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling Yu Wang Yilin Shen Hongxia Jin 26 198 0 26 Dec 2018
Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents Aditya Siddhant Anuj Kumar Goyal A. Metallinou 32 50 0 13 Nov 2018
Zero-shot User Intent Detection via Capsule Neural Networks Congying Xia Chenwei Zhang Xiaohui Yan Yi-Ju Chang Philip S. Yu 3DPC VLM 49 209 0 02 Sep 2018
Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates Joo-Kyung Kim Young-Bum Kim 22 51 0 29 Jun 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 96 818 0 25 May 2018
Joint Online Spoken Language Understanding and Language Modeling with Recurrent Neural Networks Bing-Quan Liu Ian Lane 20 105 0 06 Sep 2016
Recurrent Neural Networks with External Memory for Language Understanding Baolin Peng Kaisheng Yao RALM 51 49 0 31 May 2015