SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling

6 October 2020

Liang Ding

Papers citing "SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling"

41 / 41 papers shown

Title
Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning Xuxin Cheng Wanshi Xu Zhihong Zhu Hongxiang Li Yuexian Zou 61 13 0 31 May 2024
HC $^2$ L: Hybrid and Cooperative Contrastive Learning for Cross-lingual Spoken Language Understanding Bowen Xing Ivor W. Tsang VLM 43 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 40 2 0 05 May 2024
WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge Wenbin Wang Liang Ding Li Shen Yong Luo Han Hu Dacheng Tao 37 11 0 12 Jan 2024
Co-guiding for Multi-intent Spoken Language Understanding Bowen Xing Ivor W. Tsang 36 3 0 22 Nov 2023
Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling Yuanjun Shi Linzhi Wu Minglai Shao 27 3 0 23 Oct 2023
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
Task Conditioned BERT for Joint Intent Detection and Slot-filling Diogo Tavares Pedro Azevedo David Semedo R. Sousa João Magalhães 16 4 0 11 Aug 2023
Slot Induction via Pre-trained Language Model Probing and Multi-level Contrastive Learning Hoang Nguyen Chenwei Zhang Ye Liu Philip S. Yu 36 5 0 09 Aug 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 20 14 0 06 Jul 2023
Relational Temporal Graph Reasoning for Dual-task Dialogue Language Understanding Bowen Xing Ivor W. Tsang 40 13 0 15 Jun 2023
Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking Qingyue Wang Liang Ding Yanan Cao Yibing Zhan Zheng Lin Shi Wang Dacheng Tao Li Guo MoMe MoE 27 12 0 01 Jun 2023
Prompt-Learning for Cross-Lingual Relation Extraction Chiaming Hsu Changtong Zan Liang Ding Longyue Wang Xiaoting Wang Weifeng Liu Fu Lin Wenbin Hu LRM 26 5 0 20 Apr 2023
OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System Chao Xue Wei Liu Shunxing Xie Zhenfang Wang Jiaxing Li ... Shi-Yong Chen Yibing Zhan Jing Zhang Chaoyue Wang Dacheng Tao 43 2 0 01 Mar 2023
Bag of Tricks for Effective Language Model Pretraining and Downstream Adaptation: A Case Study on GLUE Qihuang Zhong Liang Ding Keqin Peng Juhua Liu Bo Du Li Shen Yibing Zhan Dacheng Tao VLM 42 13 0 18 Feb 2023
A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding Lizhi Cheng Wenmian Yang Weijia Jia 25 9 0 22 Nov 2022
Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs Bowen Xing Ivor W. Tsang 17 35 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 27 22 0 19 Oct 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 18 1 0 09 Sep 2022
Real-time Caller Intent Detection In Human-Human Customer Support Spoken Conversations Mrinal Rawat Victor Barrès 25 1 0 14 Aug 2022
A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog Stefan Larson Kevin Leach 33 20 0 26 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 34 4 0 24 Jun 2022
Enhancing Slot Tagging with Intent Features for Task Oriented Natural Language Understanding using BERT Shruthi Hariharan Vignesh Kumar Krishnamurthy Jayantha Gowda Sarapanahalli VLM 24 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 57 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 25 7 0 07 May 2022
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue I. Casanueva Ivan Vulić Georgios P. Spithourakis Paweł Budzianowski 29 10 0 27 Apr 2022
A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond Yisheng Xiao Lijun Wu Junliang Guo Juntao Li M. Zhang Tao Qin Tie-Yan Liu 3DV MedIm AI4CE 32 82 0 20 Apr 2022
Requirements Elicitation in Cognitive Service for Recommendation Bolin Zhang Zhiying Tu Yunzhe Xu Dian-Hui Chu Xiaofei Xu 13 0 0 29 Mar 2022
Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-based Sentiment Analysis Qihuang Zhong Liang Ding Juhua Liu Bo Du Hua Jin Dacheng Tao 20 70 0 13 Jan 2022
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 55 24 0 07 Oct 2021
TopicRefine: Joint Topic Prediction and Dialogue Response Generation for Multi-turn End-to-End Dialogue System Hongru Wang Mingyu Cui Zimo Zhou Gabriel Pui Cheong Fung Kam-Fai Wong BDL 14 10 0 11 Sep 2021
An Effective Non-Autoregressive Model for Spoken Language Understanding Lizhi Cheng Weijia Jia Wenmian Yang OffRL 29 15 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 23 2 0 25 Jul 2021
The USYD-JD Speech Translation System for IWSLT 2021 Liang Ding Di Wu Dacheng Tao 29 16 0 24 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 19 85 0 03 Jun 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 15 13 0 25 May 2021
Self-Guided Curriculum Learning for Neural Machine Translation Lei Zhou Liang Ding Kevin Duh Shinji Watanabe Ryohei Sasano Koichi Takeda 13 17 0 10 May 2021
Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding Di Wu Yiren Chen Liang Ding Dacheng Tao 21 10 0 13 Apr 2021
Zero-Shot Translation Quality Estimation with Explicit Cross-Lingual Patterns Lei Zhou Liang Ding Koichi Takeda 21 13 0 10 Oct 2020
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding Libo Qin Wanxiang Che Yangming Li Haoyang Wen Ting Liu 49 260 0 05 Sep 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,432 0 22 Aug 2019