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"

42 / 92 papers shown

Title
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 21 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 21 107 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
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing Xilun Chen Asish Ghoshal Yashar Mehdad Luke Zettlemoyer S. Gupta 41 89 0 07 Oct 2020
SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling Di Wu Liang Ding Fan Lu Jian Xie VLM BDL 29 80 0 06 Oct 2020
STIL -- Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++ Jack G. M. FitzGerald 24 13 0 02 Oct 2020
Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product Tiangang Zhu Yue Wang Haoran Li Youzheng Wu Xiaodong He Bowen Zhou 22 69 0 15 Sep 2020
Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation Won Ik Cho Donghyun Kwak J. Yoon N. Kim 34 26 0 17 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 31 526 0 02 May 2020
Dual Learning for Semi-Supervised Natural Language Understanding Su Zhu Ruisheng Cao Kai Yu 43 31 0 26 Apr 2020
DIET: Lightweight Language Understanding for Dialogue Systems Tanja Bunk Daksh Varshneya Vladimir Vlasov Alan Nichol 27 160 0 21 Apr 2020
Know thy corpus! Robust methods for digital curation of Web corpora S. Sharoff 22 8 0 13 Mar 2020
Transfer Learning for Context-Aware Spoken Language Understanding Qian Chen Zhu Zhuo Wen Wang Qiuyun Xu 16 5 0 03 Mar 2020
Joint Contextual Modeling for ASR Correction and Language Understanding Yue Weng Sai Sumanth Miryala Chandra Khatri Runze Wang H. Zheng ... Mahdi Namazifar Alexandros Papangelis Hugh Williams Franziska Bell Gokhan Tur 36 50 0 28 Jan 2020
User-in-the-loop Adaptive Intent Detection for Instructable Digital Assistant Nicolas Lair Clément Delgrange David Mugisha Jean-Michel Dussoux Pierre-Yves Oudeyer Peter Ford Dominey 19 4 0 16 Jan 2020
Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context Yichi Zhang Zhijian Ou Zhou Yu 27 182 0 24 Nov 2019
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems Zihan Liu Genta Indra Winata Zhaojiang Lin Peng Xu Pascale Fung 23 98 0 21 Nov 2019
Iterative Delexicalization for Improved Spoken Language Understanding Avik Ray Yilin Shen Hongxia Jin 19 7 0 15 Oct 2019
Hierarchical Multi-Task Natural Language Understanding for Cross-domain Conversational AI: HERMIT NLU Andrea Vanzo E. Bastianelli Oliver Lemon 21 36 0 02 Oct 2019
CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding Yijin Liu Fandong Meng Jinchao Zhang Jie Zhou Jinan Xu Jinan Xu 35 72 0 16 Sep 2019
Data Augmentation with Atomic Templates for Spoken Language Understanding Zijian Zhao Su Zhu Kai Yu 21 29 0 28 Aug 2019
Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model Giuseppe Castellucci Valentina Bellomaria Andrea Favalli Raniero Romagnoli VLM 19 73 0 05 Jul 2019
A Self-Attention Joint Model for Spoken Language Understanding in Situational Dialog Applications Mengyang Chen Jin Zeng Jie Lou 13 8 0 27 May 2019
Cross-lingual transfer learning for spoken language understanding Q. Do Judith Gaspers 32 20 0 03 Apr 2019
A dataset for resolving referring expressions in spoken dialogue via contextual query rewrites (CQR) Michael Regan Pushpendre Rastogi Arpit Gupta Lambert Mathias 19 13 0 28 Mar 2019
BERT for Joint Intent Classification and Slot Filling Qian Chen Zhu Zhuo Wen Wang VLM 31 546 0 28 Feb 2019
Evaluating the State-of-the-Art of End-to-End Natural Language Generation: The E2E NLG Challenge Ondrej Dusek Jekaterina Novikova Verena Rieser ELM 46 232 0 23 Jan 2019
A New Concept of Deep Reinforcement Learning based Augmented General Sequence Tagging System Yu Wang Abhishek Patel Hongxia Jin VLM 26 2 0 26 Dec 2018
Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents Aditya Siddhant Anuj Kumar Goyal A. Metallinou 22 50 0 13 Nov 2018
Speech Intention Understanding in a Head-final Language: A Disambiguation Utilizing Intonation-dependency Won Ik Cho Hyeon Seung Lee J. Yoon Seokhwan Kim N. Kim 39 5 0 10 Nov 2018
Elastic CRFs for Open-ontology Slot Filling Yinpei Dai Yichi Zhang Hong Liu Zhijian Ou Yanmeng Wang Junlan Feng 30 2 0 04 Nov 2018
Semantic Parsing for Task Oriented Dialog using Hierarchical Representations S. Gupta Rushin Shah Mrinal Mohit Anuj Kumar M. Lewis 31 202 0 18 Oct 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 49 670 0 21 Sep 2018
Data Augmentation for Spoken Language Understanding via Joint Variational Generation Kang Min Yoo Youhyun Shin Sang-goo Lee 29 91 0 07 Sep 2018
Marrying up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding Bingfeng Luo Yansong Feng Zheng Wang Songfang Huang Rui Yan Dongyan Zhao 19 39 0 15 May 2018
Multi-Task Pharmacovigilance Mining from Social Media Posts Shaika Chowdhury Chenwei Zhang Philip S. Yu 24 32 0 19 Jan 2018
Mining fine-grained opinions on closed captions of YouTube videos with an attention-RNN Edison Marrese-Taylor Jorge A. Balazs Y. Matsuo 33 21 0 08 Aug 2017
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling Ankur Bapna Gokhan Tur Dilek Z. Hakkani-Tür Larry Heck 25 128 0 07 Jul 2017
Hierarchical RNN with Static Sentence-Level Attention for Text-Based Speaker Change Detection Zhao Meng Lili Mou Zhi Jin BDL 44 31 0 22 Mar 2017
Neural Belief Tracker: Data-Driven Dialogue State Tracking N. Mrksic Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson S. Young 48 480 0 12 Jun 2016