David Gunning

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All published works

Action	Title	Year	Authors
+	Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions	2020	Stephen Roller Y-Lan Boureau Jason Weston Antoine Bordes Emily Dinan Angela Fan David Gunning Da Young Ju Margaret Li Spencer Poff
+	Machine Common Sense Concept Paper	2018	David Gunning

Common Coauthors

Coauthor	Papers Together
Margaret Li	1
Eric M. Smith	1
Pratik Ringshia	1
Spencer Poff	1
Da Young Ju	1
Kurt Shuster	1
Antoine Bordes	1
Arthur Szlam	1
Emily Dinan	1
Y-Lan Boureau	1
Jason Weston	1
Jack Urbanek	1
Angela Fan	1
Mary Williamson	1
Stephen Roller	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	A Neural Conversational Model	2015	Oriol Vinyals Quoc V. Le	1
+	A large annotated corpus for learning natural language inference	2015	Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning	1
+ PDF Chat	VQA: Visual Question Answering	2015	Stanislaw Antol Aishwarya Agrawal Jiasen Lu Margaret Mitchell Dhruv Batra C. Lawrence Zitnick Devi Parikh	1
+ PDF Chat	CIDEr: Consensus-based image description evaluation	2015	Ramakrishna Vedantam C. Lawrence Zitnick Devi Parikh	1
+	Sequence to Sequence Learning with Neural Networks	2014	Ilya Sutskever Oriol Vinyals Quoc V. Le	1
+	Computing Machinery and Intelligence (1950)	2004	Alan Turing	1
+	Towards Universal Paraphrastic Sentence Embeddings	2015	John Wieting Mohit Bansal Kevin Gimpel Karen Livescu	1
+	Wav2Letter: an End-to-End ConvNet-based Speech Recognition System	2016	Ronan Collobert Christian Puhrsch Gabriel Synnaeve	1
+	Federated Learning: Strategies for Improving Communication Efficiency	2016	Jakub Konečný H. Brendan McMahan Felix X. Yu Peter Richtárik Ananda Theertha Suresh Dave Bacon	1
+	Dialogue Learning With Human-in-the-Loop	2016	Jiwei Li Alexander Miller Sumit Chopra Marc’Aurelio Ranzato Jason Weston	1
+	Overcoming catastrophic forgetting in neural networks	2017	James Kirkpatrick Razvan Pascanu Neil C. Rabinowitz Joel Veness Guillaume Desjardins Andrei A. Rusu Kieran Milan John Quan Tiago Ramalho Agnieszka Grabska‐Barwińska	1
+	Learning through Dialogue Interactions by Asking Questions	2016	Jiwei Li Alexander Miller Sumit Chopra Marc’Aurelio Ranzato Jason Weston	1
+	DA-RNN: Semantic Mapping with Data Associated Recurrent Neural Networks	2017	Yu Xiang Dieter Fox	1
+	Frames: a corpus for adding memory to goal-oriented dialogue systems	2017	Layla El Asri Hannes Schulz Shikhar Sharma Jérémie Zumer Justin Harris Emery Fine Rahul Mehrotra Kaheer Suleman	1
+	ParlAI: A Dialog Research Software Platform	2017	Alexander Miller Will Feng Adam Fisch Jiasen Lu Dhruv Batra Antoine Bordes Devi Parikh Jason Weston	1
+	Verb Physics: Relative Physical Knowledge of Actions and Objects	2017	Maxwell Forbes Yejin Choi	1
+	A Deep Reinforcement Learning Chatbot	2017	Iulian Vlad Serban Chinnadhurai Sankar Mathieu Germain Saizheng Zhang Zhouhan Lin Sandeep Subramanian Taesup Kim Michael Pieper Sarath Chandar Nan Rosemary Ke	1
+	Dynamic Integration of Background Knowledge in Neural NLU Systems	2017	Dirk Weissenborn Tomáš Kočiský Chris Dyer	1
+	Learning Robust Dialog Policies in Noisy Environments	2017	Maryam Fazel-Zarandi Shang-Wen Li Jin Cao Jared Casale Peter Henderson David Whitney Alborz Geramifard	1
+	Rasa: Open Source Language Understanding and Dialogue Management	2017	Tom Bocklisch Joey Faulkner Nick Pawlowski Alan Nichol	1
+ PDF Chat	Embodied Question Answering	2018	Abhishek Das Samyak Datta Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra	1
+	Conversational AI: The Science Behind the Alexa Prize	2018	Ashwin Ram Rohit Prasad Chandra Khatri A. G. Venkatesh Raefer Gabriel Qing Liu Jeff Nunn Behnam Hedayatnia Ming Cheng Ashish Nagar	1
+	Building a Conversational Agent Overnight with Dialogue Self-Play	2018	Pararth Shah Dilek Hakkani‐Tür Gökhan Tür Abhinav Rastogi Ankur Bapna Neha Nayak Larry Heck	1
+	On Evaluating and Comparing Conversational Agents	2018	Anu Venkatesh Chandra Khatri Ashwin Ram Fenfei Guo Raefer Gabriel Ashish Nagar Rohit Prasad Ming Cheng Behnam Hedayatnia Angeliki Metallinou	1
+	Personalizing Dialogue Agents: I have a dog, do you have pets too?	2018	Saizheng Zhang Emily Dinan Jack Urbanek Arthur Szlam Douwe Kiela Jason Weston	1
+	Modeling Semantic Plausibility by Injecting World Knowledge	2018	Su Wang Greg Durrett Katrin Erk	1
+	Probing Physics Knowledge Using Tools from Developmental Psychology	2018	Luis Piloto Ari Weinstein Dhruva Tb Arun Ahuja Mehdi Mirza Greg Wayne Amos David Chia-Chun Hung Matthew Botvinick	1
+	Modeling Naive Psychology of Characters in Simple Commonsense Stories	2018	Hannah Rashkin Antoine Bosselut Maarten Sap Kevin Knight Yejin Choi	1
+	Breaking NLI Systems with Sentences that Require Simple Lexical Inferences	2018	Max Glockner Vered Shwartz Yoav Goldberg	1
+	Commonsense mining as knowledge base completion? A study on the impact of novelty	2018	Stanisław Jastrzȩbski Dzmitry Bahdanau Seyedarian Hosseini Michael Noukhovitch Yoshua Bengio Jackie Chi Kit Cheung	1
+ PDF Chat	Neural Approaches to Conversational AI	2018	Jianfeng Gao Michel Galley Lihong Li	1
+	Retrieve and Refine: Improved Sequence Generation Models For Dialogue	2018	Jason Weston Emily Dinan Alexander Miller	1
+	SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference	2018	Rowan Zellers Yonatan Bisk Roy Schwartz Yejin Choi	1
+ PDF Chat	QuAC: Question Answering in Context	2018	Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer	1
+ PDF Chat	Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints	2018	Ashutosh Baheti Alan Ritter Jiwei Li Bill Dolan	1
+ PDF Chat	Training Millions of Personalized Dialogue Agents	2018	Pierre-Emmanuel Mazaré Samuel Humeau Martin Raison Antoine Bordes	1
+ PDF Chat	Extending Neural Generative Conversational Model using External Knowledge Sources	2018	Prasanna Parthasarathi Joëlle Pineau	1
+	Event2Mind: Commonsense Inference on Events, Intents, and Reactions	2018	Hannah Rashkin Maarten Sap Emily Allaway Noah A. Smith Yejin Choi	1
+	Engaging Image Chat: Modeling Personality in Grounded Dialogue.	2018	Kurt Shuster Samuel Humeau Antoine Bordes Jason Weston	1
+ PDF Chat	The Second Conversational Intelligence Challenge (ConvAI2)	2019	Emily Dinan Varvara Logacheva Valentin Malykh Alexander Miller Kurt Shuster Jack Urbanek Douwe Kiela Arthur Szlam Iulian Vlad Serban Ryan Lowe	1
+	TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents	2019	Thomas Wolf Victor Sanh Julien Chaumond Clément Delangue	1
+ PDF Chat	What makes a good conversation? How controllable attributes affect human judgments	2019	Abigail See Stephen Roller Douwe Kiela Jason Weston	1
+	Habitat: A Platform for Embodied AI Research	2019	Manolis Savva Abhishek Kadian Oleksandr Maksymets Yili Zhao Erik Wijmans Bhavana Jain Julian Straub Jia Liu Vladlen Koltun Jitendra Malik	1
+	Adaptive Attention Span in Transformers	2019	Sainbayar Sukhbaatar Édouard Grave Piotr Bojanowski Armand Joulin	1
+ PDF Chat	Towards Content Transfer through Grounded Text Generation	2019	Shrimai Prabhumoye Chris Quirk Michel Galley	1
+	Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading	2019	Lianhui Qin Michel Galley Chris Brockett Xiaodong Liu Xiang Gao Bill Dolan Yejin Choi Jianfeng Gao	1
+	Neural Turing Machines	2014	Alex Graves Greg Wayne Ivo Danihelka	1
+	ELI5: Long Form Question Answering	2019	Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli	1
+ PDF Chat	Embodied Question Answering	2018	Abhishek Das Samyak Datta Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra	1
+	Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks	2015	Jason Weston Antoine Bordes Sumit Chopra Alexander M. Rush Bart van Merriënboer Armand Joulin Tomáš Mikolov	1