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
A Survey of Ontology Expansion for Conversational Understanding Jinggui Liang Yuxia Wu Yuan Fang Hao Fei Lizi Liao 130 3 0 19 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 77 1 0 15 Jun 2024
Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning Xuxin Cheng Wanshi Xu Zhihong Zhu Hongxiang Li Yuexian Zou 110 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 90 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 122 2 0 05 May 2024
Do Large Language Model Understand Multi-Intent Spoken Language ? Shangjian Yin Peijie Huang Yuhong Xu Haojing Huang Jiatian Chen 77 6 0 07 Mar 2024
Learning Communication Policies for Different Follower Behaviors in a Collaborative Reference Game P. Sadler Sherzod Hakimov David Schlangen 64 1 0 07 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 47 1 0 06 Feb 2024
JPIS: A Joint Model for Profile-based Intent Detection and Slot Filling with Slot-to-Intent Attention Thinh-Le-Gia Pham Dat Quoc Nguyen 90 1 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 69 6 0 10 Dec 2023
Co-guiding for Multi-intent Spoken Language Understanding Bowen Xing Ivor W. Tsang 96 3 0 22 Nov 2023
ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding Xuxin Cheng Bowen Cao Qichen Ye Zhihong Zhu Hongxiang Li Yuexian Zou 108 26 0 19 Nov 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 80 7 0 17 Oct 2023
DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task Guanting Dong Tingfeng Hui Zhuoma Gongque Jinxu Zhao Daichi Guo Gang Zhao Keqing He Weiran Xu DiffM 99 10 0 16 Oct 2023
RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training Yu-Chien Tang Wei-Yao Wang An-Zi Yen Wenjie Peng 73 1 0 15 Oct 2023
ENIGMA-51: Towards a Fine-Grained Understanding of Human-Object Interactions in Industrial Scenarios Francesco Ragusa Rosario Leonardi Michele Mazzamuto Claudia Bonanno Rosario Scavo Antonino Furnari G. Farinella 69 7 0 26 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 47 5 0 28 Aug 2023
Slot Induction via Pre-trained Language Model Probing and Multi-level Contrastive Learning Hoang Nguyen Chenwei Zhang Ye Liu Philip S. Yu 68 5 0 09 Aug 2023
Relational Temporal Graph Reasoning for Dual-task Dialogue Language Understanding Bowen Xing Ivor W. Tsang 70 15 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 51 1 0 28 May 2023
A Unified Framework for Slot based Response Generation in a Multimodal Dialogue System Mauajama Firdaus Avinash Madasu Asif Ekbal 123 7 0 27 May 2023
TAPIR: Learning Adaptive Revision for Incremental Natural Language Understanding with a Two-Pass Model Patrick Kahardipraja Brielen Madureira David Schlangen CLL 85 10 0 18 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 44 4 0 17 May 2023
CTRAN: CNN-Transformer-based Network for Natural Language Understanding Mehrdad Rafiepour J. S. Sartakhti ViT 93 23 0 19 Mar 2023
A Persian Benchmark for Joint Intent Detection and Slot Filling M. Akbari Amir-Hossein Karimi Tayyebeh Saeedi Zeinab Saeidi Kiana Ghezelbash Fatemeh Shamsezat Mohammad Akbari Ali Mohades 57 5 0 01 Mar 2023
Towards Detecting Harmful Agendas in News Articles Melanie Subbiah Amrita Bhattacharjee Yilun Hua Tharindu Kumarage Huan Liu Kathleen McKeown 66 3 0 31 Jan 2023
Spoken Language Understanding for Conversational AI: Recent Advances and Future Direction S. Han Siqu Long H. Weld Josiah Poon 63 1 0 21 Dec 2022
Zero-Shot Learning for Joint Intent and Slot Labeling Rashmi Gangadharaiah Balakrishnan Narayanaswamy VLM 53 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 109 10 0 27 Nov 2022
A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding Lizhi Cheng Wenmian Yang Weijia Jia 61 10 0 22 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 85 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 70 8 0 25 Oct 2022
Stance Detection and Open Research Avenues D. Küçük Fazli Can 54 1 0 22 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 69 36 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 86 22 0 19 Oct 2022
A Unified Framework for Multi-intent Spoken Language Understanding with prompting Feifan Song Lianzhe Huang Houfeng Wang 56 3 0 07 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 82 9 0 13 Sep 2022
Entity Aware Syntax Tree Based Data Augmentation for Natural Language Understanding Jiaxing Xu Jianbin Cui Jiangneng Li Wenge Rong Noboru Matsuda 34 1 0 06 Sep 2022
PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling Guanting Dong Daichi Guo Liwen Wang Xuefeng Li Zechen Wang ... Hao Lei Xinyue Cui Yi Huang Junlan Feng Weiran Xu 78 12 0 24 Aug 2022
Adapting Task-Oriented Dialogue Models for Email Conversations Soham Deshmukh Charles Lee 59 1 0 19 Aug 2022
Real-time Caller Intent Detection In Human-Human Customer Support Spoken Conversations Mrinal Rawat Victor Barrès 58 1 0 14 Aug 2022
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent Ethan A. Chi Ashwin Paranjape A. See Caleb Chiam Trenton Chang ... Dilara Soylu Jillian Tang A. Narayan Giovanni Campagna Christopher D. Manning 91 7 0 25 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 84 5 0 24 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 86 11 0 24 May 2022
DeepStruct: Pretraining of Language Models for Structure Prediction Chenguang Wang Xiao Liu Zui Chen Haoyun Hong Jie Tang Dawn Song 278 71 0 21 May 2022
A Fast Attention Network for Joint Intent Detection and Slot Filling on Edge Devices Liang Huang Senjie Liang Feiyang Ye Nan Gao 93 4 0 16 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 76 32 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 51 15 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 98 13 0 10 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 63 2 0 17 Mar 2022