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Semantic-Enhanced Explainable Finetuning for Open-Domain Dialogues

6 June 2021

Papers citing "Semantic-Enhanced Explainable Finetuning for Open-Domain Dialogues"

38 / 38 papers shown

Title
Topical-Chat: Towards Knowledge-Grounded Open-Domain Conversations Karthik Gopalakrishnan Behnam Hedayatnia Qinlang Chen Anna Gottardi Sanjeev Kwatra Anu Venkatesh Raefer Gabriel Dilek Z. Hakkani-Tür AI4MH BDL 81 334 0 23 Aug 2023
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 140 1,601 0 20 Jan 2022
PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation Siqi Bao H. He Fan Wang Hua Wu Haifeng Wang ... Xinxian Huang Xin Tian Xinchao Xu Yingzhan Lin Zhengyu Niu VLM ALM 57 63 0 20 Sep 2021
Internet-Augmented Dialogue Generation M. Komeili Kurt Shuster Jason Weston RALM 300 289 0 15 Jul 2021
DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation Sarik Ghazarian Zixi Liu Tuhin Chakrabarty Xuezhe Ma Aram Galstyan Nanyun Peng 35 11 0 03 Feb 2021
Learning to Plan and Realize Separately for Open-Ended Dialogue Systems Sashank Santhanam Zhuo Cheng Brodie Mather Bonnie J. Dorr Archna Bhatia Bryanna Hebenstreit Alan Zemel Adam Dalton T. Strzalkowski Samira Shaikh 41 6 0 26 Sep 2020
A Large-Scale Chinese Short-Text Conversation Dataset Yida Wang Pei Ke Yinhe Zheng Kaili Huang Yong Jiang Xiaoyan Zhu Minlie Huang 54 136 0 10 Aug 2020
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning Siqi Bao H. He Fan Wang Hua Wu Haifeng Wang Wenquan Wu Zhen Guo Zhibin Liu Xinchao Xu 87 138 0 30 Jun 2020
Neural Unsupervised Domain Adaptation in NLP---A Survey Alan Ramponi Barbara Plank OOD 108 259 0 31 May 2020
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems Behnam Hedayatnia Karthik Gopalakrishnan Seokhwan Kim Yang Liu Mihail Eric Dilek Z. Hakkani-Tür 61 28 0 26 May 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 108 125 0 11 May 2020
Recipes for building an open-domain chatbot Stephen Roller Emily Dinan Naman Goyal Da Ju Mary Williamson ... Myle Ott Kurt Shuster Eric Michael Smith Y-Lan Boureau Jason Weston ALM 125 1,014 0 28 Apr 2020
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue Chien-Sheng Wu Guosheng Lin R. Socher Caiming Xiong 64 323 0 15 Apr 2020
CLUECorpus2020: A Large-scale Chinese Corpus for Pre-training Language Model Liang Xu Xuanwei Zhang Qianqian Dong SSL 52 70 0 03 Mar 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 198 1,527 0 01 Nov 2019
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable Siqi Bao H. He Fan Wang Hua Wu Haifeng Wang 67 271 0 17 Oct 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
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction Antoine Bosselut Hannah Rashkin Maarten Sap Chaitanya Malaviya Asli Celikyilmaz Yejin Choi 82 913 0 12 Jun 2019
Challenges in Building Intelligent Open-domain Dialog Systems Minlie Huang Xiaoyan Zhu Jianfeng Gao VLM 114 316 0 13 May 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 199 3,211 0 22 Apr 2019
TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents Thomas Wolf Victor Sanh Julien Chaumond Clement Delangue 76 497 0 23 Jan 2019
Multi-task learning for Joint Language Understanding and Dialogue State Tracking Abhinav Rastogi Raghav Gupta Dilek Z. Hakkani-Tür BDL 63 54 0 13 Nov 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 95,229 0 11 Oct 2018
Decoupling Strategy and Generation in Negotiation Dialogues He He Derek Chen Anusha Balakrishnan Percy Liang 67 184 0 29 Aug 2018
Towards Explainable and Controllable Open Domain Dialogue Generation with Dialogue Acts Can Xu Wei Wu Yuehua Wu 57 28 0 19 Jul 2018
ISO-Standard Domain-Independent Dialogue Act Tagging for Conversational Agents S. Mezza Alessandra Cervone G. Tortoreto Evgeny A. Stepanov Giuseppe Riccardi 27 44 0 12 Jun 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 183 1,628 0 13 May 2018
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset Yanran Li Hui Su Xiaoyu Shen Wenjie Li Ziqiang Cao Shuzi Niu 68 1,305 0 11 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 795 132,454 0 12 Jun 2017
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory Hao Zhou Minlie Huang Tianyang Zhang Xiaoyan Zhu Bing-Qian Liu 111 738 0 04 Apr 2017
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders Tiancheng Zhao Ran Zhao M. Eskénazi 65 756 0 31 Mar 2017
End-to-End Task-Completion Neural Dialogue Systems Xiujun Li Yun-Nung Chen Lihong Li Jianfeng Gao Asli Celikyilmaz 94 370 0 03 Mar 2017
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation Chia-Wei Liu Ryan J. Lowe Iulian Serban Michael Noseworthy Laurent Charlin Joelle Pineau 104 1,300 0 25 Mar 2016
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 149 2,404 0 11 Oct 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 448 20,606 0 10 Sep 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,922 0 20 Dec 2013