A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding

5 September 2019

Papers citing "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding"

50 / 123 papers shown

Title
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems Weihao Zeng Keqing He Zechen Wang Dayuan Fu Guanting Dong ... Pei Wang Jingang Wang Chaobo Sun Wei Wu Weiran Xu 101 17 0 17 Oct 2022
A Unified Framework for Multi-intent Spoken Language Understanding with prompting Feifan Song Lianzhe Huang Houfeng Wang 70 3 0 07 Oct 2022
Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption Garam Lee Minsoo Kim J. Park Seung-won Hwang Jung Hee Cheon 119 18 0 05 Oct 2022
Generalized Intent Discovery: Learning from Open World Dialogue System Yutao Mou Keqing He Yanan Wu Pei Wang Jingang Wang Wei Wu Y. Huang Junlan Feng Weiran Xu 129 9 0 13 Sep 2022
MIntRec: A New Dataset for Multimodal Intent Recognition Hanlei Zhang Huanlin Xu Xin Eric Wang Qianrui Zhou Shaojie Zhao Jiayan Teng 146 56 0 09 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 77 1 0 09 Sep 2022
Entity Aware Syntax Tree Based Data Augmentation for Natural Language Understanding Jiaxing Xu Jianbin Cui Jiangneng Li Wenge Rong Noboru Matsuda 59 1 0 06 Sep 2022
Real-time Caller Intent Detection In Human-Human Customer Support Spoken Conversations Mrinal Rawat Victor Barrès 71 1 0 14 Aug 2022
On the cross-lingual transferability of multilingual prototypical models across NLU tasks Oralie Cattan Christophe Servan S. Rosset 80 10 0 19 Jul 2022
Capture Salient Historical Information: A Fast and Accurate Non-Autoregressive Model for Multi-turn Spoken Language Understanding Lizhi Cheng Weijia Jia Wenmian Yang OffRL 138 5 0 24 Jun 2022
A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism Han Liu Siyang Zhao Xiaotong Zhang Feng Zhang Ju Sun Hong Yu Xianchao Zhang VLM 100 11 0 05 Jun 2022
Workflow Discovery from Dialogues in the Low Data Regime Amine El Hattami Stefania Raimondo I. Laradji David Vazquez Pau Rodríguez López C. Pal 106 11 0 24 May 2022
Enhancing Slot Tagging with Intent Features for Task Oriented Natural Language Understanding using BERT Shruthi Hariharan Vignesh Kumar Krishnamurthy Jayantha Gowda Sarapanahalli VLM 91 0 0 19 May 2022
A Fast Attention Network for Joint Intent Detection and Slot Filling on Edge Devices Liang Huang Senjie Liang Feiyang Ye Nan Gao 121 4 0 16 May 2022
Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding Shining Liang Linjun Shou Jian Pei Ming Gong Wanli Zuo Xianglin Zuo Daxin Jiang 146 8 0 07 May 2022
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding Libo Qin Qiguang Chen Tianbao Xie Qixin Li Jian-Guang Lou Wanxiang Che MingSung Kan 99 34 0 18 Apr 2022
Learning to Classify Open Intent via Soft Labeling and Manifold Mixup Zifeng Cheng Zhiwei Jiang Yafeng Yin Cong Wang Qing Gu VLM 73 17 0 16 Apr 2022
UniDU: Towards A Unified Generative Dialogue Understanding Framework Zhi Chen Lu Chen B. Chen Libo Qin Yuncong Liu Su Zhu Jian-Guang Lou Kai Yu 147 15 0 10 Apr 2022
BiBERT: Accurate Fully Binarized BERT Haotong Qin Yifu Ding Mingyuan Zhang Qing Yan Aishan Liu Qingqing Dang Ziwei Liu Xianglong Liu MQ 125 108 0 12 Mar 2022
Learning Discriminative Representations and Decision Boundaries for Open Intent Detection Hanlei Zhang Huan Xu Shaojie Zhao Qianrui Zhou 120 21 0 11 Mar 2022
Bi-directional Joint Neural Networks for Intent Classification and Slot Filling S. Han Siqu Long Huichun Li H. Weld Josiah Poon 94 16 0 26 Feb 2022
Knowledge Augmented BERT Mutual Network in Multi-turn Spoken Dialogues Ting-Wei Wu B. Juang 136 3 0 23 Feb 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 80 7 0 22 Dec 2021
NATURE: Natural Auxiliary Text Utterances for Realistic Spoken Language Evaluation David Alfonso-Hermelo Ahmad Rashid Abbas Ghaddar Huawei Noah’s Mehdi Rezagholizadeh 123 2 0 09 Nov 2021
An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling Han Liu Feng Zhang Xiaotong Zhang Siyan Zhao Xianchao Zhang 139 19 0 26 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 63 8 0 06 Oct 2021
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System Libo Qin Tianbao Xie Shijue Huang Qiguang Chen Xiao Xu Wanxiang Che 152 21 0 23 Sep 2021
Towards Joint Intent Detection and Slot Filling via Higher-order Attention Dongsheng Chen Zhiqi Huang Xian Wu Shen Ge Yuexian Zou 109 23 0 18 Sep 2021
Language Models are Few-shot Multilingual Learners Genta Indra Winata Andrea Madotto Mohammad Kachuee Rosanne Liu J. Yosinski Pascale Fung ELM LRM 134 149 0 16 Sep 2021
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data Massimo Nicosia Zhongdi Qu Yasemin Altun 98 26 0 09 Sep 2021
Joint model for intent and entity recognition Petr Lorenc VLM 87 3 0 07 Sep 2021
A Context-Aware Hierarchical BERT Fusion Network for Multi-turn Dialog Act Detection Ting-Wei Wu Ruolin Su B. Juang 75 12 0 03 Sep 2021
HAN: Higher-order Attention Network for Spoken Language Understanding Dongsheng Chen Zhiqi Huang Yuexian Zou 61 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 83 19 0 26 Aug 2021
Joint Multiple Intent Detection and Slot Filling via Self-distillation Lisong Chen Peilin Zhou Yuexian Zou VLM 74 31 0 18 Aug 2021
An Effective Non-Autoregressive Model for Spoken Language Understanding Lizhi Cheng Weijia Jia Wenmian Yang OffRL 106 19 0 16 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 97 2 0 25 Jul 2021
Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding Siddhant Arora Alissa Ostapenko Vijay Viswanathan Siddharth Dalmia Florian Metze Shinji Watanabe A. Black ELM 102 13 0 29 Jun 2021
UniKeyphrase: A Unified Extraction and Generation Framework for Keyphrase Prediction Huanqin Wu Wei Liu Lei Li Dan Nie Tao Chen Feng Zhang Di Wang 89 23 0 09 Jun 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 108 90 0 03 Jun 2021
Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization Xiachong Feng Xiaocheng Feng Libo Qin Bing Qin Ting Liu VLM 125 97 0 26 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 87 15 0 25 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Johan Sulaeman 474 293 0 10 May 2021
TWEAC: Transformer with Extendable QA Agent Classifiers Gregor Geigle Nils Reimers Andreas Rucklé Iryna Gurevych ViT 241 34 0 14 Apr 2021
Intent Detection and Slot Filling for Vietnamese M. Dao Thinh Hung Truong Dat Quoc Nguyen VLM 185 37 0 05 Apr 2021
Automatic Intent-Slot Induction for Dialogue SystemsThe Web Conference (WWW), 2024 Zengfeng Zeng Dan Ma Haiqing Yang Zhen Gou Jianping Shen 83 16 0 16 Mar 2021
A Result based Portable Framework for Spoken Language Understanding Lizhi Cheng Weijia Jia Wenmian Yang 98 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 177 100 0 04 Mar 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 124 1 0 20 Jan 2021
A character representation enhanced on-device Intent ClassificationICON (ICON), 2024 Sudeep Deepak Shivnikar H. Arora S. HarichandanaBS 36 1 0 12 Jan 2021