Joint Slot Filling and Intent Detection via Capsule Neural Networks

22 December 2018

Philip S. Yu

Papers citing "Joint Slot Filling and Intent Detection via Capsule Neural Networks"

38 / 38 papers shown

Title
Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-training for Noisy Slot Filling Task Jinxu Zhao Guanting Dong Yueyan Qiu Tingfeng Hui Xiaoshuai Song Daichi Guo Weiran Xu 36 1 0 22 Feb 2024
Pro-HAN: A Heterogeneous Graph Attention Network for Profile-Based Spoken Language Understanding Dechuan Teng Chunlin Lu Xiao Xu Wanxiang Che Libo Qin 23 1 0 06 Feb 2024
CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks Hoang Nguyen Ye Liu Chenwei Zhang Tao Zhang Philip S. Yu LRM 26 13 0 23 Oct 2023
Relational Temporal Graph Reasoning for Dual-task Dialogue Language Understanding Bowen Xing Ivor W. Tsang 48 13 0 15 Jun 2023
A Robust Semantic Frame Parsing Pipeline on a New Complex Twitter Dataset Yu Wang Hongxia Jin 23 0 0 18 Dec 2022
Zero-Shot Learning for Joint Intent and Slot Labeling Rashmi Gangadharaiah Balakrishnan Narayanaswamy VLM 23 2 0 29 Nov 2022
In-game Toxic Language Detection: Shared Task and Attention Residuals Yuanzhe Jia Weixuan Wu Feiqi Cao S. Han 23 3 0 11 Nov 2022
Learning Better Intent Representations for Financial Open Intent Classification Xianzhi Li Will Aitken Xiao-Dan Zhu Stephen W. Thomas AIFin 22 8 0 25 Oct 2022
Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling Bowen Xing Ivor W. Tsang BDL 40 22 0 19 Oct 2022
Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling Kalpa Gunaratna Vijay Srinivasan Akhila Yerukola Hongxia Jin 34 6 0 19 Oct 2022
From Disfluency Detection to Intent Detection and Slot Filling M. Dao Thinh Hung Truong Dat Quoc Nguyen 38 3 0 17 Sep 2022
Multi-grained Label Refinement Network with Dependency Structures for Joint Intent Detection and Slot Filling Baohang Zhou Ying Zhang Xuhui Sui Kehui Song Xiaojie Yuan 26 1 0 09 Sep 2022
On the cross-lingual transferability of multilingual prototypical models across NLU tasks Oralie Cattan Christophe Servan S. Rosset 34 9 0 19 Jul 2022
Learning with Capsules: A Survey Fabio De Sousa Ribeiro Kevin Duarte Miles Everett Georgios Leontidis M. Shah 3DPC MedIm 39 19 0 06 Jun 2022
Learning to Classify Open Intent via Soft Labeling and Manifold Mixup Zifeng Cheng Zhiwei Jiang Yafeng Yin Cong Wang Qing Gu VLM 24 13 0 16 Apr 2022
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss Yantao Gong Cao Liu Fan Yang Xunliang Cai Guanglu Wan Jiansong Chen Weipeng Zhang Houfeng Wang UQCV 24 2 0 17 Mar 2022
Towards Joint Intent Detection and Slot Filling via Higher-order Attention Dongsheng Chen Zhiqi Huang Xian Wu Shen Ge Yuexian Zou 34 20 0 18 Sep 2021
Traffic Event Detection as a Slot Filling Problem Xiangyu Yang Giannis Bekoulis Nikos Deligiannis 24 5 0 13 Sep 2021
An Effective Non-Autoregressive Model for Spoken Language Understanding Lizhi Cheng Weijia Jia Wenmian Yang OffRL 34 15 0 16 Aug 2021
An Adversarial Learning based Multi-Step Spoken Language Understanding System through Human-Computer Interaction Yu Wang Yilin Shen Hongxia Jin 19 3 0 06 Jun 2021
Continuous representations of intents for dialogue systems Sindre André Jacobsen Anton Ragni 14 0 0 08 May 2021
Distilling EEG Representations via Capsules for Affective Computing Guangyi Zhang Ali Etemad 30 16 0 30 Apr 2021
Visual Goal-Step Inference using wikiHow Yue Yang Artemis Panagopoulou Qing Lyu Li Zhang Mark Yatskar Chris Callison-Burch 43 41 0 12 Apr 2021
Intent Detection and Slot Filling for Vietnamese M. Dao Thinh Hung Truong Dat Quoc Nguyen VLM 37 35 0 05 Apr 2021
A Result based Portable Framework for Spoken Language Understanding Lizhi Cheng Weijia Jia Wenmian Yang 31 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 23 90 0 04 Mar 2021
Generalized Zero-shot Intent Detection via Commonsense Knowledge A.B. Siddique Fuad Jamour Luxun Xu Vagelis Hristidis 11 32 0 04 Feb 2021
Deep Open Intent Classification with Adaptive Decision Boundary Hanlei Zhang Hua Xu Ting-En Lin VLM 26 103 0 18 Dec 2020
Language Model is All You Need: Natural Language Understanding as Question Answering Mahdi Namazifar Alexandros Papangelis Gokhan Tur Dilek Z. Hakkani-Tür 21 47 0 05 Nov 2020
Conversational Semantic Parsing Armen Aghajanyan Jean Maillard Akshat Shrivastava K. Diedrick Mike Haeger ... Yashar Mehdad Ves Stoyanov Anuj Kumar M. Lewis S. Gupta 19 48 0 28 Sep 2020
Dual Learning for Semi-Supervised Natural Language Understanding Su Zhu Ruisheng Cao Kai Yu 43 31 0 26 Apr 2020
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling Zihan Liu Genta Indra Winata Peng Xu Pascale Fung 45 96 0 24 Apr 2020
Diversity, Density, and Homogeneity: Quantitative Characteristic Metrics for Text Collections Yi-An Lai Xuan Zhu Yi Zhang Mona T. Diab 16 21 0 19 Mar 2020
Transfer Learning for Context-Aware Spoken Language Understanding Qian Chen Zhu Zhuo Wen Wang Qiuyun Xu 16 5 0 03 Mar 2020
Iterative Delexicalization for Improved Spoken Language Understanding Avik Ray Yilin Shen Hongxia Jin 19 7 0 15 Oct 2019
Hierarchical Semantic Correspondence Learning for Post-Discharge Patient Mortality Prediction Shaika Chowdhury Chenwei Zhang Philip S. Yu Yuan Luo 23 0 0 15 Oct 2019
CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding Yijin Liu Fandong Meng Jinchao Zhang Jie Zhou Jinan Xu Jinan Xu 35 72 0 16 Sep 2019
Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model Giuseppe Castellucci Valentina Bellomaria Andrea Favalli Raniero Romagnoli VLM 19 73 0 05 Jul 2019