Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems

28 September 2020

Andrea Madotto

Papers citing "Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems"

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Title
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems Zhaojiang Lin Andrea Madotto Genta Indra Winata Pascale Fung 45 172 0 25 Sep 2020
Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems Andrea Madotto Zihan Liu Zhaojiang Lin Pascale Fung 74 58 0 14 Aug 2020
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching Baolin Peng Chunyuan Li Jinchao Li Shahin Shayandeh Lars Liden Jianfeng Gao 75 125 0 11 May 2020
How Context Affects Language Models' Factual Predictions Fabio Petroni Patrick Lewis Aleksandra Piktus Tim Rocktaschel Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM 34 236 0 10 May 2020
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking Giovanni Campagna Agata Foryciarz M. Moradshahi M. Lam 25 97 0 02 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 46 526 0 02 May 2020
Data Augmentation for Spoken Language Understanding via Pretrained Language Models Baolin Peng Chenguang Zhu Michael Zeng Jianfeng Gao 38 25 0 29 Apr 2020
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling Zihan Liu Genta Indra Winata Peng Xu Pascale Fung 55 96 0 24 Apr 2020
Generative Data Augmentation for Commonsense Reasoning Yiben Yang Chaitanya Malaviya Jared Fernandez Swabha Swayamdipta Ronan Le Bras Ji-ping Wang Chandra Bhagavatula Yejin Choi Doug Downey LRM 40 91 0 24 Apr 2020
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog Libo Qin Xiao Xu Wanxiang Che Yue Zhang Ting Liu MoMe 50 86 0 23 Apr 2020
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue Chien-Sheng Wu Guosheng Lin R. Socher Caiming Xiong 46 320 0 15 Apr 2020
Guided Dialog Policy Learning without Adversarial Learning in the Loop Ziming Li Sungjin Lee Baolin Peng Jinchao Li Julia Kiseleva Maarten de Rijke Shahin Shayandeh Jianfeng Gao 100 14 0 07 Apr 2020
Few-shot Natural Language Generation for Task-Oriented Dialog Baolin Peng Chenguang Zhu Chunyuan Li Xiujun Li Jinchao Li Michael Zeng Jianfeng Gao 35 198 0 27 Feb 2020
Data Augmentation for Copy-Mechanism in Dialogue State Tracking Xiaohui Song Liangjun Zang Yipeng Su Xing Wu Jizhong Han Songlin Hu 27 10 0 22 Feb 2020
How Much Knowledge Can You Pack Into the Parameters of a Language Model? Adam Roberts Colin Raffel Noam M. Shazeer KELM 53 877 0 10 Feb 2020
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters Ruize Wang Duyu Tang Nan Duan Zhongyu Wei Xuanjing Huang Jianshu Ji Guihong Cao Daxin Jiang Ming Zhou KELM 75 548 0 05 Feb 2020
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation Kang Min Yoo Hanbit Lee Franck Dernoncourt Trung Bui W. Chang Sang-goo Lee BDL 43 25 0 23 Jan 2020
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation Jian Guan Fei Huang Zhihao Zhao Xiaoyan Zhu Minlie Huang LRM SyDa 39 246 0 15 Jan 2020
Reformer: The Efficient Transformer Nikita Kitaev Lukasz Kaiser Anselm Levskaya VLM 139 2,279 0 13 Jan 2020
Attention over Parameters for Dialogue Systems Andrea Madotto Zhaojiang Lin Chien-Sheng Wu Jamin Shin Pascale Fung 58 20 0 07 Jan 2020
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model Wenhan Xiong Jingfei Du William Yang Wang Veselin Stoyanov SSL KELM 81 201 0 20 Dec 2019
Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context Yichi Zhang Zhijian Ou Zhou Yu 84 182 0 24 Nov 2019
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation Xiaozhi Wang Tianyu Gao Zhaocheng Zhu Zhengyan Zhang Zhiyuan Liu Juan-Zi Li Jian Tang 81 655 0 13 Nov 2019
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables Zihan Liu Jamin Shin Yan Xu Genta Indra Winata Peng Xu Andrea Madotto Pascale Fung 44 69 0 11 Nov 2019
Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly Nora Kassner Hinrich Schütze 43 319 0 08 Nov 2019
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 135 1,513 0 01 Nov 2019
Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning Arvind Neelakantan Semih Yavuz Sharan Narang V. Prasad Ben Goodrich Daniel Duckworth Chinnadhurai Sankar Xifeng Yan 32 15 0 31 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 243 19,824 0 23 Oct 2019
A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification Varun Kumar Hadrien Glaude Cyprien de Lichy William Campbell 53 83 0 09 Oct 2019
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 253 782 0 17 Sep 2019
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever Libo Qin Yijia Liu Wanxiang Che Haoyang Wen Yangming Li Ting Liu RALM 71 59 0 15 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 520 2,639 0 03 Sep 2019
Structured Fusion Networks for Dialog Shikib Mehri Tejas Srinivasan M. Eskénazi 51 88 0 23 Jul 2019
Large Memory Layers with Product Keys Guillaume Lample Alexandre Sablayrolles MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou MoE 42 131 0 10 Jul 2019
Robust Zero-Shot Cross-Domain Slot Filling with Example Values Darsh J. Shah Raghav Gupta Amir Fayazi Dilek Z. Hakkani-Tür VLM 32 85 0 17 Jun 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems Matthew Henderson Ivan Vulić D. Gerz I. Casanueva Paweł Budzianowski Sam Coope Georgios P. Spithourakis Tsung-Hsien Wen N. Mrksic Pei-hao Su 21 110 0 04 Jun 2019
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention Wenhu Chen Jianshu Chen Pengda Qin Xifeng Yan William Yang Wang 45 129 0 30 May 2019
Augmenting Data with Mixup for Sentence Classification: An Empirical Study Hongyu Guo Yongyi Mao Richong Zhang 37 235 0 22 May 2019
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems Chien-Sheng Wu Andrea Madotto Ehsan Hosseini-Asl Caiming Xiong R. Socher Pascale Fung 68 433 0 21 May 2019
Generating Long Sequences with Sparse Transformers R. Child Scott Gray Alec Radford Ilya Sutskever 60 1,880 0 23 Apr 2019
Scaling Multi-Domain Dialogue State Tracking via Query Reformulation Pushpendre Rastogi Arpit Gupta Tongfei Chen Lambert Mathias LRM 27 45 0 12 Mar 2019
TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents Thomas Wolf Victor Sanh Julien Chaumond Clement Delangue 57 495 0 23 Jan 2019
Global-to-local Memory Pointer Networks for Task-Oriented Dialogue Chien-Sheng Wu R. Socher Caiming Xiong 66 165 0 15 Jan 2019
Switch-based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning Yuexin Wu Xiujun Li Jingjing Liu Jianfeng Gao Yiming Yang 36 43 0 19 Nov 2018
Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog Sebastian Schuster S. Gupta Rushin Shah M. Lewis 44 283 0 31 Oct 2018
Multi-level Memory for Task Oriented Dialogs Revanth Reddy Gangi Reddy Danish Contractor Dinesh Raghu Sachindra Joshi 27 58 0 24 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 826 93,936 0 11 Oct 2018
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling Paweł Budzianowski Tsung-Hsien Wen Bo-Hsiang Tseng I. Casanueva Stefan Ultes Osman Ramadan Milica Gasic 116 1,306 0 29 Sep 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 72 672 0 21 Sep 2018
XL-NBT: A Cross-lingual Neural Belief Tracking Framework Wenhu Chen Jianshu Chen Yu-Chuan Su Xin Eric Wang Dong Yu Xifeng Yan William Yang Wang 42 33 0 19 Aug 2018