A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling

30 June 2019

Papers citing "A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling"

50 / 102 papers shown

Title
Learning Discriminative Representations and Decision Boundaries for Open Intent Detection Hanlei Zhang Huan Xu Shaojie Zhao Qianrui Zhou 86 20 0 11 Mar 2022
Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding Xiao Xu Libo Qin Kaiji Chen Guoxing Wu Linlin Li Wanxiang Che 62 6 0 22 Dec 2021
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling Liwen Wang Xuefeng Li Jiachi Liu Keqing He Yuanmeng Yan Weiran Xu VLM 123 25 0 07 Oct 2021
LIDSNet: A Lightweight on-device Intent Detection model using Deep Siamese Network Vibhav Agarwal Sudeep Deepak Shivnikar Sourav Ghosh H. Arora Yash Saini 35 8 0 06 Oct 2021
Towards Joint Intent Detection and Slot Filling via Higher-order Attention Dongsheng Chen Zhiqi Huang Xian Wu Shen Ge Yuexian Zou 75 22 0 18 Sep 2021
DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling Baojun Wang Zhao Zhang Kun Xu Guang-Yuan Hao Yuyang Zhang Lifeng Shang Linlin Li Xiao Chen Xin Jiang Qun Liu 82 6 0 18 Sep 2021
Towards Incremental Transformers: An Empirical Analysis of Transformer Models for Incremental NLU Patrick Kahardipraja Brielen Madureira David Schlangen CLL 74 21 0 15 Sep 2021
Traffic Event Detection as a Slot Filling Problem Xiangyu Yang Giannis Bekoulis Nikos Deligiannis 100 6 0 13 Sep 2021
A Context-Aware Hierarchical BERT Fusion Network for Multi-turn Dialog Act Detection Ting-Wei Wu Ruolin Su B. Juang 57 13 0 03 Sep 2021
HAN: Higher-order Attention Network for Spoken Language Understanding Dongsheng Chen Zhiqi Huang Yuexian Zou 47 1 0 26 Aug 2021
SLIM: Explicit Slot-Intent Mapping with BERT for Joint Multi-Intent Detection and Slot Filling Fengyu Cai Wanhao Zhou Fei Mi Boi Faltings 70 19 0 26 Aug 2021
Joint Multiple Intent Detection and Slot Filling via Self-distillation Lisong Chen Peilin Zhou Yuexian Zou VLM 59 31 0 18 Aug 2021
An Effective Non-Autoregressive Model for Spoken Language Understanding Lizhi Cheng Weijia Jia Wenmian Yang OffRL 57 18 0 16 Aug 2021
Lifelong Intent Detection via Multi-Strategy Rebalancing Qingbin Liu Xiaoyan Yu Shizhu He Kang Liu Jun Zhao CLL OffRL 47 16 0 10 Aug 2021
A Joint and Domain-Adaptive Approach to Spoken Language Understanding Linhao Zhang Yu Shi Linjun Shou Ming Gong Houfeng Wang Michael Zeng VLM 83 2 0 25 Jul 2021
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling Libo Qin Fuxuan Wei Tianbao Xie Xiao Xu Wanxiang Che Ting Liu 81 87 0 03 Jun 2021
Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System Yanan Wu Zhiyuan Zeng Keqing He Hong Xu Yuanmeng Yan Huixing Jiang Weiran Xu 26 8 0 29 May 2021
Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling Yutai Hou Y. Lai Cheng Chen Wanxiang Che Ting Liu 69 14 0 25 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 225 280 0 10 May 2021
Open Intent Discovery through Unsupervised Semantic Clustering and Dependency Parsing Pengfei Liu Youzhang Ning King Keung Wu Kun Li Helen Meng 39 19 0 25 Apr 2021
Intent Detection and Slot Filling for Vietnamese M. Dao Thinh Hung Truong Dat Quoc Nguyen VLM 103 35 0 05 Apr 2021
Masked Conditional Random Fields for Sequence Labeling Tianwen Wei Jianwei Qi Shenghuang He Songtao Sun 51 19 0 19 Mar 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling Jitin Krishnan Antonios Anastasopoulos Hemant Purohit Huzefa Rangwala 99 41 0 13 Mar 2021
A Result based Portable Framework for Spoken Language Understanding Lizhi Cheng Weijia Jia Wenmian Yang 70 8 0 10 Mar 2021
A Survey on Spoken Language Understanding: Recent Advances and New Frontiers Libo Qin Tianbao Xie Wanxiang Che Ting Liu VLM 96 97 0 04 Mar 2021
Joint Intent Detection And Slot Filling Based on Continual Learning Model Yanfei Hui Jianzong Wang Ning Cheng Fengying Yu Tianbo Wu Jing Xiao 42 15 0 22 Feb 2021
Joint Intent Detection and Slot Filling with Wheel-Graph Attention Networks Pengfei Wei Bi Zeng Wenxiong Liao 42 7 0 09 Feb 2021
Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords Prashanth Gurunath Shivakumar P. Georgiou Shrikanth Narayanan 24 1 0 03 Feb 2021
A survey of joint intent detection and slot-filling models in natural language understanding H. Weld Xiaoqi Huang Siqi Long Josiah Poon S. Han VLM 59 1 0 20 Jan 2021
A character representation enhanced on-device Intent Classification Sudeep Deepak Shivnikar H. Arora S. HarichandanaBS 27 1 0 12 Jan 2021
Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling Jixuan Wang Kai Wei Martin H. Radfar Weiwei Zhang Clement Chung 65 36 0 21 Dec 2020
Deep Open Intent Classification with Adaptive Decision Boundary Hanlei Zhang Hua Xu Ting-En Lin VLM 134 111 0 18 Dec 2020
C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling Yutai Hou Sanyuan Chen Wanxiang Che Cheng Chen Ting Liu 61 19 0 13 Dec 2020
Data-Efficient Methods for Dialogue Systems Igor Shalyminov 67 0 0 05 Dec 2020
SLURP: A Spoken Language Understanding Resource Package E. Bastianelli Andrea Vanzo P. Swietojanski Verena Rieser VLM 106 232 0 26 Nov 2020
Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey Samuel Louvan Bernardo Magnini 79 111 0 01 Nov 2020
Example-Driven Intent Prediction with Observers Shikib Mehri Mihail Eric 72 40 0 17 Oct 2020
Incremental Processing in the Age of Non-Incremental Encoders: An Empirical Assessment of Bidirectional Models for Incremental NLU Brielen Madureira David Schlangen 51 21 0 11 Oct 2020
Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding Dechuan Teng Libo Qin Wanxiang Che Sendong Zhao Ting Liu 60 10 0 08 Oct 2020
A Co-Interactive Transformer for Joint Slot Filling and Intent Detection Libo Qin Tailu Liu Wanxiang Che Bingbing Kang Sendong Zhao Ting Liu ViT 64 118 0 08 Oct 2020
SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling Di Wu Liang Ding Fan Lu Jian Xie VLM BDL 109 82 0 06 Oct 2020
Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection Hoang Nguyen Chenwei Zhang Congying Xia Philip S. Yu 85 27 0 06 Oct 2020
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment Zihan Liu Genta Indra Winata Peng Xu Zhaojiang Lin Pascale Fung 118 15 0 30 Sep 2020
PIN: A Novel Parallel Interactive Network for Spoken Language Understanding Peilin Zhou Zhiqi Huang Fenglin Liu Yuexian Zou 79 23 0 28 Sep 2020
Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization Libo Qin Minheng Ni Yue Zhang Wanxiang Che Yangming Li Ting Liu 57 13 0 30 Apr 2020
Enriched Pre-trained Transformers for Joint Slot Filling and Intent Detection Momchil Hardalov Ivan Koychev Preslav Nakov VLM 47 17 0 30 Apr 2020
Dual Learning for Semi-Supervised Natural Language Understanding Su Zhu Ruisheng Cao Kai Yu 105 31 0 26 Apr 2020
AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling Libo Qin Xiao Xu Wanxiang Che Ting Liu 56 4 0 21 Apr 2020
DIET: Lightweight Language Understanding for Dialogue Systems Tanja Bunk Daksh Varshneya Vladimir Vlasov Alan Nichol 74 162 0 21 Apr 2020
CG-BERT: Conditional Text Generation with BERT for Generalized Few-shot Intent Detection Congying Xia Chenwei Zhang Hoang Nguyen Jiawei Zhang Philip Yu 57 43 0 04 Apr 2020