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
AFD-SLU: Adaptive Feature Distillation for Spoken Language Understanding Yan Xie Yibo Cui Liang Xie Erwei Yin 32 0 0 05 Sep 2025
A Stack-Propagation Framework for Low-Resource Personalized Dialogue Generation Haoyu Song Weinan Zhang Kaiyan Zhang Ting Liu 94 3 0 26 Oct 2024
CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding Libo Qin Fuxuan Wei Qiguang Chen Jingxuan Zhou Shijue Huang Jiasheng Si Wenpeng Lu Wanxiang Che LRM VLM 102 3 0 15 Jun 2024
An Approach to Build Zero-Shot Slot-Filling System for Industry-Grade Conversational Assistants G P Shrivatsa Bhargav S. Neelam Udit Sharma S. Ikbal Dheeraj Sreedhar ... Dinesh Garg Kyle Croutwater Haode Qi Eric Wayne J. William Murdock 91 1 0 13 Jun 2024
Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning Xuxin Cheng Wanshi Xu Zhihong Zhu Hongxiang Li Yuexian Zou 121 14 0 31 May 2024
Combining Denoising Autoencoders with Contrastive Learning to fine-tune Transformer Models Alejo López-Ávila Víctor Suárez-Paniagua 86 3 0 23 May 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Hai-Tao Zheng Min Li Wanxiang Che Philip S. Yu LRM ALM LM&MA ELM 266 83 0 21 May 2024
HC $^2$ L: Hybrid and Cooperative Contrastive Learning for Cross-lingual Spoken Language Understanding Bowen Xing Ivor W. Tsang VLM 137 1 0 10 May 2024
A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU Guanhua Chen Yutong Yao Derek F. Wong Lidia S. Chao 138 3 0 05 May 2024
ECLM: Entity Level Language Model for Spoken Language Understanding with Chain of IntentAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Shangjian Yin Peijie Huang Jiatian Chen Haojing Huang Yuhong Xu 136 9 0 07 Mar 2024
Rethinking Negative Instances for Generative Named Entity Recognition Yuyang Ding Juntao Li Pinzheng Wang Zecheng Tang Bowen Yan Min Zhang 132 17 0 26 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 72 2 0 06 Feb 2024
SDIF-DA: A Shallow-to-Deep Interaction Framework with Data Augmentation for Multi-modal Intent Detection Shijue Huang Libo Qin Bingbing Wang Geng Tu Ruifeng Xu 120 11 0 31 Dec 2023
Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling Jie Han Yixiong Zou Yining Qi Jun Wang Wei Liu Yao Wu Tao Zhang Ruixuan Li VLM 92 1 0 21 Dec 2023
TESS: A Multi-intent Parser for Conversational Multi-Agent Systems with Decentralized Natural Language Understanding Models Burak Aksar Sadhana Kumaravel Tathagata Chakraborti LLMAG 97 0 0 19 Dec 2023
JPIS: A Joint Model for Profile-based Intent Detection and Slot Filling with Slot-to-Intent Attention Thinh-Le-Gia Pham Dat Quoc Nguyen 149 2 0 14 Dec 2023
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention Thinh-Le-Gia Pham Tran Chi Dat Quoc Nguyen VLM 112 9 0 10 Dec 2023
Speech Understanding on Tiny Devices with A Learning Cache A. Benazir Zhiming Xu Felix Xiaozhu Lin 181 3 0 30 Nov 2023
A Survey of the Evolution of Language Model-Based Dialogue Systems: Data, Task and Models Hongru Wang Lingzhi Wang Yiming Du Liang Chen Jing Zhou Yufei Wang Kam-Fai Wong LRM 259 26 0 28 Nov 2023
Co-guiding for Multi-intent Spoken Language Understanding Bowen Xing Ivor W. Tsang 124 4 0 22 Nov 2023
End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions Libo Qin Wenbo Pan Qiguang Chen Lizi Liao Zhou Yu Yue Zhang Wanxiang Che Min Li 119 18 0 15 Nov 2023
Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling Yuanjun Shi Linzhi Wu Minglai Shao 92 4 0 23 Oct 2023
Text generation for dataset augmentation in security classification tasks Alexander P. Welsh Matthew Edwards 69 2 0 22 Oct 2023
Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti Fardin Ahsan Sakib Saadat Rezaul Karim Md Hasan Khan Md. Mushfiqur Rahman 118 7 0 17 Oct 2023
HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling Junwen Zhang Yin Zhang BDL 82 3 0 13 Oct 2023
Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond Kalpa Gunaratna Vijay Srinivasan Hongxia Jin 115 0 0 25 Sep 2023
S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs Sarkar Snigdha Sarathi Das C. Shah Mengting Wan Jennifer Neville Longfei Yang Reid Andersen Georg Buscher Tara Safavi 163 8 0 16 Sep 2023
Joint Multiple Intent Detection and Slot Filling with Supervised Contrastive Learning and Self-Distillation Nguyen Anh Tu Hoang Thi Thu Uyen Tu Minh Phuong Ngo Xuan Bach VLM 95 6 0 28 Aug 2023
Task Conditioned BERT for Joint Intent Detection and Slot-filling Diogo Tavares Pedro Azevedo David Semedo R. Sousa João Magalhães 98 4 0 11 Aug 2023
Unifying Token and Span Level Supervisions for Few-Shot Sequence Labeling Zifeng Cheng Qingyu Zhou Zhiwei Jiang Xuemin Zhao Yunbo Cao Qing Gu 107 4 0 16 Jul 2023
Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting Xuefeng Li Liwen Wang Guanting Dong Keqing He Jinzheng Zhao Hao Lei Jiachi Liu Weiran Xu VLM 97 15 0 06 Jul 2023
Relational Temporal Graph Reasoning for Dual-task Dialogue Language Understanding Bowen Xing Ivor W. Tsang 109 18 0 15 Jun 2023
Tri-level Joint Natural Language Understanding for Multi-turn Conversational Datasets H. Weld Sijia Hu Siqu Long Josiah Poon S. Han 85 1 0 28 May 2023
Understanding Emotion Valence is a Joint Deep Learning Task Gabriel Roccabruna Seyed Mahed Mousavi Giuseppe Riccardi 131 0 0 27 May 2023
OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding Libo Qin Qiguang Chen Xiao Xu Yunlong Feng Wanxiang Che ELM VLM 68 5 0 17 May 2023
Label Dependencies-aware Set Prediction Networks for Multi-label Text Classification Xinkai Du Quanjie Han Yalin Sun Chao Lv Sun Maosong 129 3 0 14 Apr 2023
CTRAN: CNN-Transformer-based Network for Natural Language Understanding Mehrdad Rafiepour J. S. Sartakhti ViT 112 24 0 19 Mar 2023
Resilient Binary Neural Network Sheng Xu Yanjing Li Teli Ma Mingbao Lin Hao Dong Baochang Zhang Penglei Gao Jinhu Lv MQ OOD 170 21 0 02 Feb 2023
Towards Detecting Harmful Agendas in News Articles Melanie Subbiah Amrita Bhattacharjee Yilun Hua Tharindu Kumarage Huan Liu Kathleen McKeown 133 3 0 31 Jan 2023
Spoken Language Understanding for Conversational AI: Recent Advances and Future Direction S. Han Siqu Long H. Weld Josiah Poon 76 1 0 21 Dec 2022
Zero-Shot Learning for Joint Intent and Slot Labeling Rashmi Gangadharaiah Balakrishnan Narayanaswamy VLM 92 2 0 29 Nov 2022
ESIE-BERT: Enriching Sub-words Information Explicitly with BERT for Joint Intent Classification and SlotFilling Yutian Guo Zhilong Xie Xingyan Chen Huangen Chen Leilei Wang Huaming Du Shaopeng Wei Yu Zhao Qing Li Ganglu Wu 143 13 0 27 Nov 2022
A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding Lizhi Cheng Wenmian Yang Weijia Jia 101 12 0 22 Nov 2022
Feature-augmented Machine Reading Comprehension with Auxiliary Tasks Yifeng Xie 85 0 0 17 Nov 2022
A Dynamic Graph Interactive Framework with Label-Semantic Injection for Spoken Language Understanding Zhihong Zhu Weiyuan Xu Xuxin Cheng Tengtao Song Yuexian Zou 103 23 0 08 Nov 2022
Learning Better Intent Representations for Financial Open Intent Classification Xianzhi Li Will Aitken Xiao-Dan Zhu Stephen W. Thomas AIFin 92 8 0 25 Oct 2022
DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection H. Meng Xin Zheng Tianyu Liu Zizhen Wang He Feng Binghuai Lin Xuemin Zhao Yunbo Cao Zhifang Sui 166 5 0 20 Oct 2022
Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs Bowen Xing Ivor W. Tsang 132 37 0 19 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 136 23 0 19 Oct 2022
Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling Kalpa Gunaratna Vijay Srinivasan Akhila Yerukola Hongxia Jin 122 8 0 19 Oct 2022