Title
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack Emily Dinan Samuel Humeau Bharath Chintagunta Jason Weston 84 247 0 17 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 659 24,464 0 26 Jul 2019
Energy and Policy Considerations for Deep Learning in NLP Emma Strubell Ananya Ganesh Andrew McCallum 69 2,657 0 05 Jun 2019
Latent Retrieval for Weakly Supervised Open Domain Question Answering Kenton Lee Ming-Wei Chang Kristina Toutanova RALM 112 1,014 0 01 Jun 2019
Challenges in Building Intelligent Open-domain Dialog Systems Minlie Huang Xiaoyan Zhu Jianfeng Gao VLM 95 316 0 13 May 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 187 3,184 0 22 Apr 2019
Learning to Speak and Act in a Fantasy Text Adventure Game Jack Urbanek Angela Fan Siddharth Karamcheti Saachi Jain Samuel Humeau Emily Dinan Tim Rocktaschel Douwe Kiela Arthur Szlam Jason Weston LLMAG 84 207 0 07 Mar 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 97 367 0 31 Jan 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
Learning from Dialogue after Deployment: Feed Yourself, Chatbot! Braden Hancock Antoine Bordes Pierre-Emmanuel Mazaré Jason Weston 110 193 0 16 Jan 2019
The Design and Implementation of XiaoIce, an Empathetic Social Chatbot Li Zhou Jianfeng Gao Di Li Harry Shum 65 601 0 21 Dec 2018
Wizard of Wikipedia: Knowledge-Powered Conversational agents Emily Dinan Stephen Roller Kurt Shuster Angela Fan Michael Auli Jason Weston RALM KELM 126 950 0 03 Nov 2018
Model Cards for Model Reporting Margaret Mitchell Simone Wu Andrew Zaldivar Parker Barnes Lucy Vasserman Ben Hutchinson Elena Spitzer Inioluwa Deborah Raji Timnit Gebru 127 1,895 0 05 Oct 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 85 675 0 21 Sep 2018
Training Millions of Personalized Dialogue Agents Pierre-Emmanuel Mazaré Samuel Humeau Martin Raison Antoine Bordes 85 268 0 06 Sep 2018
Learning Gender-Neutral Word Embeddings Jieyu Zhao Yichao Zhou Zeyu Li Wei Wang Kai-Wei Chang FaML 96 415 0 29 Aug 2018
Learning Semantic Textual Similarity from Conversations Yinfei Yang Steve Yuan Daniel Cer Sheng-yi Kong Noah Constant Petr Pilar Heming Ge Yun-hsuan Sung B. Strope R. Kurzweil 53 163 0 20 Apr 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 105 1,459 0 22 Jan 2018
Conversational AI: The Science Behind the Alexa Prize A. Ram R. Prasad Chandra Khatri Anu Venkatesh Raefer Gabriel ... Yi Pan Han Song Sk Jayadevan Gene Hwang Art Pettigrue 78 282 0 11 Jan 2018
A Survey on Dialogue Systems: Recent Advances and New Frontiers Hongshen Chen Xiaorui Liu Dawei Yin Jiliang Tang VLM LLMAG 72 703 0 06 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 704 131,652 0 12 Jun 2017
ParlAI: A Dialog Research Software Platform Alexander H. Miller Will Feng Adam Fisch Jiasen Lu Dhruv Batra Antoine Bordes Devi Parikh Jason Weston 77 376 0 18 May 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 207 2,676 0 09 May 2017
Learning through Dialogue Interactions by Asking Questions Jiwei Li Alexander H. Miller S. Chopra MarcÁurelio Ranzato Jason Weston 50 55 0 15 Dec 2016
Dialogue Learning With Human-In-The-Loop Jiwei Li Alexander H. Miller S. Chopra MarcÁurelio Ranzato Jason Weston OffRL 279 134 0 29 Nov 2016
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 142 2,728 0 28 Nov 2016
Ex Machina: Personal Attacks Seen at Scale Ellery Wulczyn Nithum Thain Lucas Dixon 91 758 0 27 Oct 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 286 8,134 0 16 Jun 2016
A Survey of Available Corpora for Building Data-Driven Dialogue Systems Iulian Serban Ryan J. Lowe Peter Henderson Laurent Charlin Joelle Pineau 61 342 0 17 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Training Deep Neural Networks on Noisy Labels with Bootstrapping Scott E. Reed Honglak Lee Dragomir Anguelov Christian Szegedy D. Erhan Andrew Rabinovich NoLa 113 1,022 0 20 Dec 2014