A Comparative Study on Language Models for Task-Oriented Dialogue Systems

21 January 2022

Papers citing "A Comparative Study on Language Models for Task-Oriented Dialogue Systems"

16 / 16 papers shown

Title
Sequence-to-Sequence Learning for Indonesian Automatic Question Generator Ferdiant Joshua Muis Ayu Purwarianti 63 16 0 29 Sep 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems Andrea Madotto Samuel Cahyawijaya Genta Indra Winata Yan Xu Zihan Liu Zhaojiang Lin Pascale Fung 104 64 0 28 Sep 2020
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems Zhaojiang Lin Andrea Madotto Genta Indra Winata Pascale Fung 74 172 0 25 Sep 2020
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 90 101 0 21 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 249 10,829 0 29 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 442 20,181 0 23 Oct 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 89 62 0 15 Sep 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 86 436 0 21 May 2019
Multi-level Memory for Task Oriented Dialogs Revanth Reddy Gangi Reddy Danish Contractor Dinesh Raghu Sachindra Joshi 71 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 1.8K 94,891 0 11 Oct 2018
Disentangling Language and Knowledge in Task-Oriented Dialogs Dinesh Raghu Nikhil Gupta Mausam 78 42 0 03 May 2018
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems Andrea Madotto Chien-Sheng Wu Pascale Fung VLM 60 304 0 23 Apr 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 131,652 0 12 Jun 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 330 1,900 0 10 Jan 2017
A Network-based End-to-End Trainable Task-oriented Dialogue System Tsung-Hsien Wen David Vandyke N. Mrksic Milica Gasic L. Rojas-Barahona Pei-hao Su Stefan Ultes S. Young 74 1,108 0 15 Apr 2016
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 169 1,755 0 17 Jul 2015