An Empirical Study of Multitask Learning to Improve Open Domain Dialogue Systems

17 April 2023

Papers citing "An Empirical Study of Multitask Learning to Improve Open Domain Dialogue Systems"

17 / 17 papers shown

Title
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage Kurt Shuster Jing Xu M. Komeili Da Ju Eric Michael Smith ... Naman Goyal Arthur Szlam Y-Lan Boureau Melanie Kambadur Jason Weston LM&Ro KELM 114 242 0 05 Aug 2022
LaMDA: Language Models for Dialog Applications R. Thoppilan Daniel De Freitas Jamie Hall Noam M. Shazeer Apoorv Kulshreshtha ... Blaise Aguera-Arcas Claire Cui M. Croak Ed H. Chi Quoc Le ALM 146 1,601 0 20 Jan 2022
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances X. Gu Kang Min Yoo Jung-Woo Ha 61 73 0 03 Dec 2020
Towards a Human-like Open-Domain Chatbot Daniel De Freitas Minh-Thang Luong David R. So Jamie Hall Noah Fiedel ... Zi Yang Apoorv Kulshreshtha Gaurav Nemade Yifeng Lu Quoc V. Le 118 939 0 27 Jan 2020
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 201 1,527 0 01 Nov 2019
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Wei Zhao Maxime Peyrard Fei Liu Yang Gao Christian M. Meyer Steffen Eger 194 602 0 05 Sep 2019
Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems Paweł Budzianowski Ivan Vulić 70 310 0 12 Jul 2019
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study Chinnadhurai Sankar Sandeep Subramanian C. Pal A. Chandar Yoshua Bengio 51 121 0 04 Jun 2019
Pretraining Methods for Dialog Context Representation Learning Shikib Mehri E. Razumovskaia Tiancheng Zhao M. Eskénazi 107 84 0 02 Jun 2019
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 192 1,324 0 29 Sep 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 145 676 0 21 Sep 2018
Personalizing Dialogue Agents: I have a dog, do you have pets too? Saizheng Zhang Emily Dinan Jack Urbanek Arthur Szlam Douwe Kiela Jason Weston 127 1,465 0 22 Jan 2018
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset Yanran Li Hui Su Xiaoyu Shen Wenjie Li Ziqiang Cao Shuzi Niu 78 1,305 0 11 Oct 2017
A Knowledge-Grounded Neural Conversation Model Marjan Ghazvininejad Chris Brockett Ming-Wei Chang W. Dolan Jianfeng Gao Wen-tau Yih Michel Galley BDL 118 573 0 07 Feb 2017
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues Iulian Serban Alessandro Sordoni Ryan J. Lowe Laurent Charlin Joelle Pineau Aaron Courville Yoshua Bengio BDL 164 1,108 0 19 May 2016
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 149 2,406 0 11 Oct 2015
A Neural Conversational Model Oriol Vinyals Quoc V. Le BDL 149 1,769 0 19 Jun 2015