Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling

6 September 2016

Papers citing "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling"

50 / 74 papers shown

Title
From Large to Super-Tiny: End-to-End Optimization for Cost-Efficient LLMs Jiliang Ni Jiachen Pu Zhongyi Yang Kun Zhou Hui Wang Xiaoliang Xiao Dakui Wang Xin Li Jingfeng Luo Conggang Hu 37 0 0 18 Apr 2025
MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU Yan Li So-Eon Kim Seong-Bae Park S. Han 25 0 0 15 Aug 2024
System-Initiated Transitions from Chit-Chat to Task-Oriented Dialogues with Transition Info Extractor and Transition Sentence Generator Ye Liu Stefan Ultes Wolfgang Minker Wolfgang Maier 19 3 0 06 Aug 2023
Relational Temporal Graph Reasoning for Dual-task Dialogue Language Understanding Bowen Xing Ivor W. Tsang 43 13 0 15 Jun 2023
Schema-Guided User Satisfaction Modeling for Task-Oriented Dialogues Yue Feng Yunlong Jiao Animesh Prasad Nikolaos Aletras Emine Yilmaz G. Kazai 24 5 0 26 May 2023
A Robust Semantic Frame Parsing Pipeline on a New Complex Twitter Dataset Yu Wang Hongxia Jin 18 0 0 18 Dec 2022
Zero-Shot Learning for Joint Intent and Slot Labeling Rashmi Gangadharaiah Balakrishnan Narayanaswamy VLM 13 2 0 29 Nov 2022
In-game Toxic Language Detection: Shared Task and Attention Residuals Yuanzhe Jia Weixuan Wu Feiqi Cao S. Han 18 3 0 11 Nov 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 32 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 29 6 0 19 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 37 8 0 13 Sep 2022
Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research Zhibo Zhang H. A. Hamadi Ernesto Damiani C. Yeun Fatma Taher AAML 32 148 0 31 Aug 2022
Towards Natural Language-Based Visualization Authoring Yun Wang Zhitao Hou Leixian Shen Tongshuang Wu Jiaqi Wang He Huang Haidong Zhang Dongmei Zhang 42 62 0 23 Aug 2022
Adapting Task-Oriented Dialogue Models for Email Conversations Soham Deshmukh Charles Lee 29 1 0 19 Aug 2022
On the cross-lingual transferability of multilingual prototypical models across NLU tasks Oralie Cattan Christophe Servan S. Rosset 27 9 0 19 Jul 2022
A Spoken Drug Prescription Dataset in French for Spoken Language Understanding A. Kocabiyikoglu Franccois Portet Prudence Gibert H. Blanchon Jean-Marc Babouchkine Gaetan Gavazzi 16 2 0 17 Jul 2022
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting Thierry Desot François Portet Michel Vacher 27 12 0 17 Jul 2022
Boosting Multi-Modal E-commerce Attribute Value Extraction via Unified Learning Scheme and Dynamic Range Minimization Meng-yang Liu Chao Zhu Hongyu Gao Weibo Gu Hongfa Wang Wei Liu Xu-Cheng Yin 24 2 0 15 Jul 2022
Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-modal Fake News Detection Jinyin Chen Chengyu Jia Haibin Zheng Ruoxi Chen Chenbo Fu AAML 22 10 0 17 Jun 2022
Calibrate and Refine! A Novel and Agile Framework for ASR-error Robust Intent Detection Peilin Zhou Dading Chong Helin Wang Qingcheng Zeng 18 5 0 23 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
Compositional Task-Oriented Parsing as Abstractive Question Answering Wenting Zhao Konstantine Arkoudas Weiqiong Sun Claire Cardie 26 13 0 04 May 2022
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF Su Zhu Lu Chen Ruisheng Cao Zhi Chen Qingliang Miao Kai Yu 21 2 0 09 Dec 2021
Improved Goal Oriented Dialogue via Utterance Generation and Look Ahead Hong Huang Boaz Carmeli Ateret Anaby-Tavor 24 2 0 24 Oct 2021
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
Traffic Event Detection as a Slot Filling Problem Xiangyu Yang Giannis Bekoulis Nikos Deligiannis 22 5 0 13 Sep 2021
Joint model for intent and entity recognition Petr Lorenc VLM 26 3 0 07 Sep 2021
Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding Yingmei Guo Linjun Shou J. Pei Ming Gong Mingxing Xu Zhiyong Wu Daxin Jiang 29 5 0 03 Sep 2021
Joint Multiple Intent Detection and Slot Filling via Self-distillation Lisong Chen Peilin Zhou Yuexian Zou VLM 16 31 0 18 Aug 2021
MigrationsKB: A Knowledge Base of Public Attitudes towards Migrations and their Driving Factors Yiyi Chen Harald Sack Mehwish Alam 24 3 0 17 Aug 2021
An Effective Non-Autoregressive Model for Spoken Language Understanding Lizhi Cheng Weijia Jia Wenmian Yang OffRL 29 15 0 16 Aug 2021
Enhancing the Generalization for Intent Classification and Out-of-Domain Detection in SLU Yilin Shen Yen-Chang Hsu Avik Ray Hongxia Jin 19 36 0 28 Jun 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
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling Zhaojiang Lin Andrea Madotto Genta Indra Winata Peng Xu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 27 61 0 05 Jun 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 54 268 0 10 May 2021
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System Congyin Xia Wenpeng Yin Yihao Feng Philip Yu CLL VLM 24 50 0 24 Apr 2021
Intent Detection and Slot Filling for Vietnamese M. Dao Thinh Hung Truong Dat Quoc Nguyen VLM 37 35 0 05 Apr 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling Jitin Krishnan Antonios Anastasopoulos Hemant Purohit Huzefa Rangwala 51 41 0 13 Mar 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 89 0 04 Mar 2021
Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building Domain W. A. Abro Annalena Aicher Niklas Rach Stefan Ultes Wolfgang Minker Guilin Qi 31 32 0 03 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
Intent Classification and Slot Filling for Privacy Policies Wasi Uddin Ahmad Jianfeng Chi Tu Le Thomas B. Norton Yuan Tian Kai-Wei Chang 13 23 0 01 Jan 2021
Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling Jixuan Wang Kai Wei Martin H. Radfar Weiwei Zhang Clement Chung 23 35 0 21 Dec 2020
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection Binny Mathew Punyajoy Saha Seid Muhie Yimam Chris Biemann Pawan Goyal Animesh Mukherjee 32 548 0 18 Dec 2020
mForms : Multimodal Form-Filling with Question Answering Larry Heck S. Heck Anirudh S. Sundar 59 6 0 24 Nov 2020
To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding? Q. Do Judith Gaspers Tobias Röding Melanie Bradford 14 4 0 10 Nov 2020
Alquist 3.0: Alexa Prize Bot Using Conversational Knowledge Graph Jan Pichl Petro Marek Jakub Konrád Petr Lorenc Van Duy Ta Jan Sedivý 19 15 0 06 Nov 2020
Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey Samuel Louvan Bernardo Magnini 13 107 0 01 Nov 2020
Adding Chit-Chat to Enhance Task-Oriented Dialogues Kai Sun Seungwhan Moon Paul A. Crook Stephen Roller Becka Silvert Bing-Quan Liu Zhiguang Wang Honglei Liu Eunjoon Cho Claire Cardie 75 67 0 24 Oct 2020