Title
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 761 7,080 0 20 Apr 2018
RankME: Reliable Human Ratings for Natural Language Generation Jekaterina Novikova Ondrej Dusek Verena Rieser ALM 36 108 0 15 Mar 2018
Sample Efficient Deep Reinforcement Learning for Dialogue Systems with Large Action Spaces Gellert Weisz Paweł Budzianowski Pei-hao Su Milica Gasic 33 82 0 11 Feb 2018
Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses Ryan J. Lowe Michael Noseworthy Iulian Serban Nicolas Angelard-Gontier Yoshua Bengio Joelle Pineau 51 372 0 23 Aug 2017
Why We Need New Evaluation Metrics for NLG Jekaterina Novikova Ondrej Dusek Amanda Cercas Curry Verena Rieser 69 456 0 21 Jul 2017
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders Tiancheng Zhao Ran Zhao M. Eskénazi 47 754 0 31 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 781 11,793 0 09 Mar 2017
RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems Chongyang Tao Lili Mou Dongyan Zhao Rui Yan 55 217 0 11 Jan 2017
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems Layla El Asri Jing He Kaheer Suleman 92 118 0 30 Jun 2016
Learning End-to-End Goal-Oriented Dialog Antoine Bordes Y-Lan Boureau Jason Weston 74 781 0 24 May 2016
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems Pei-hao Su Milica Gasic N. Mrksic L. Rojas-Barahona Stefan Ultes David Vandyke Tsung-Hsien Wen S. Young OffRL 61 170 0 24 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 94 1,292 0 25 Mar 2016
Individual and Domain Adaptation in Sentence Planning for Dialogue François Mairesse R. Prasad Amanda Stent M. Walker 59 160 0 31 Oct 2011