Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems

21 June 2019

Papers citing "Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems"

28 / 28 papers shown

Title
Hierarchical Reinforcement Learning for Open-Domain Dialog Abdelrhman Saleh Natasha Jaques Asma Ghandeharioun J. Shen Rosalind W. Picard OffRL 59 59 0 17 Sep 2019
Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning Alexandros Papangelis Yi-Chia Wang Piero Molino Gokhan Tur 44 32 0 11 Jul 2019
Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog Natasha Jaques Asma Ghandeharioun J. Shen Craig Ferguson Àgata Lapedriza Noah J. Jones S. Gu Rosalind W. Picard OffRL 99 340 0 30 Jun 2019
Unifying Human and Statistical Evaluation for Natural Language Generation Tatsunori B. Hashimoto Hugh Zhang Percy Liang 63 223 0 04 Apr 2019
The Second Conversational Intelligence Challenge (ConvAI2) Emily Dinan V. Logacheva Valentin Malykh Alexander H. Miller Kurt Shuster ... Alexander I. Rudnicky Jason Williams Joelle Pineau Andrey Kravchenko Jason Weston DRL 97 366 0 31 Jan 2019
Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset Hannah Rashkin Eric Michael Smith Margaret Li Y-Lan Boureau VLM 36 48 0 01 Nov 2018
Training Millions of Personalized Dialogue Agents Pierre-Emmanuel Mazaré Samuel Humeau Martin Raison Antoine Bordes 77 267 0 06 Sep 2018
A Hierarchical Latent Structure for Variational Conversation Modeling Yookoon Park Jaemin Cho Gunhee Kim BDL DRL 60 96 0 10 Apr 2018
Improving Variational Encoder-Decoders in Dialogue Generation Xiaoyu Shen Hui Su Shuzi Niu Vera Demberg DRL 44 99 0 06 Feb 2018
On Evaluating and Comparing Open Domain Dialog Systems Anu Venkatesh Chandra Khatri A. Ram Fenfei Guo Raefer Gabriel ... Behnam Hedayatnia A. Metallinou Rahul Goel Shaohua Yang A. Raju LLMAG ELM 47 81 0 11 Jan 2018
MojiTalk: Generating Emotional Responses at Scale Xianda Zhou William Yang Wang 59 203 0 11 Nov 2017
A Deep Reinforcement Learning Chatbot Iulian Serban Chinnadhurai Sankar M. Germain Saizheng Zhang Zhouhan Lin ... Dendi Suhubdy Vincent Michalski A. Nguyen Joelle Pineau Yoshua Bengio 75 235 0 07 Sep 2017
Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses Ryan J. Lowe Michael Noseworthy Iulian Serban Nicolas Angelard-Gontier Yoshua Bengio Joelle Pineau 57 372 0 23 Aug 2017
Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm Bjarke Felbo A. Mislove Anders Søgaard Iyad Rahwan Sune Lehmann 84 743 0 01 Aug 2017
ParlAI: A Dialog Research Software Platform Alexander H. Miller Will Feng Adam Fisch Jiasen Lu Dhruv Batra Antoine Bordes Devi Parikh Jason Weston 73 373 0 18 May 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 213 2,103 0 05 May 2017
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory Hao Zhou Minlie Huang Tianyang Zhang Xiaoyan Zhu Bing-Qian Liu 84 738 0 04 Apr 2017
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders Tiancheng Zhao Ran Zhao M. Eskénazi 51 755 0 31 Mar 2017
Adversarial Learning for Neural Dialogue Generation Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 53 899 0 23 Jan 2017
Neural Net Models for Open-Domain Discourse Coherence Jiwei Li Dan Jurafsky 83 123 0 05 Jun 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 270 1,331 0 05 Jun 2016
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 133 1,106 0 19 May 2016
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 100 1,294 0 25 Mar 2016
A Persona-Based Neural Conversation Model Jiwei Li Michel Galley Chris Brockett Georgios P. Spithourakis Jianfeng Gao W. Dolan 100 1,037 0 19 Mar 2016
Contextual LSTM (CLSTM) models for Large scale NLP tasks Shalini Ghosh Oriol Vinyals B. Strope Scott Roy Tom Dean Larry Heck 47 213 0 19 Feb 2016
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 147 1,754 0 17 Jul 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 316 19,609 0 09 Mar 2015
Chameleons in imagined conversations: A new approach to understanding coordination of linguistic style in dialogs Cristian Danescu-Niculescu-Mizil Lillian Lee 92 425 0 15 Jun 2011