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Linguistic calibration through metacognition: aligning dialogue agent responses with expected correctness

Dec 30, 2020
Sabrina J. Mielke, Arthur Szlam, Y-Lan Boureau, Emily Dinan


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Few-shot Sequence Learning with Transformers

Dec 17, 2020
Lajanugen Logeswaran, Ann Lee, Myle Ott, Honglak Lee, Marc'Aurelio Ranzato, Arthur Szlam

* NeurIPS Meta-Learning Workshop 2020 

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CURI: A Benchmark for Productive Concept Learning Under Uncertainty

Oct 06, 2020
Ramakrishna Vedantam, Arthur Szlam, Maximilian Nickel, Ari Morcos, Brenden Lake


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How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds

Oct 01, 2020
Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim RocktÀschel, Jason Weston


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Deploying Lifelong Open-Domain Dialogue Learning

Aug 19, 2020
Kurt Shuster, Jack Urbanek, Emily Dinan, Arthur Szlam, Jason Weston


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Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions

Jul 13, 2020
Stephen Roller, Y-Lan Boureau, Jason Weston, Antoine Bordes, Emily Dinan, Angela Fan, David Gunning, Da Ju, Margaret Li, Spencer Poff, Pratik Ringshia, Kurt Shuster, Eric Michael Smith, Arthur Szlam, Jack Urbanek, Mary Williamson


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Fast Adaptation via Policy-Dynamics Value Functions

Jul 06, 2020
Roberta Raileanu, Max Goldstein, Arthur Szlam, Rob Fergus


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Empirically Verifying Hypotheses Using Reinforcement Learning

Jun 29, 2020
Kenneth Marino, Rob Fergus, Arthur Szlam, Abhinav Gupta


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Residual Energy-Based Models for Text Generation

Apr 22, 2020
Yuntian Deng, Anton Bakhtin, Myle Ott, Arthur Szlam, Marc'Aurelio Ranzato

* ICLR 2020 
* published at ICLR 2020. arXiv admin note: substantial text overlap with arXiv:2004.10188 

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Learning to Visually Navigate in Photorealistic Environments Without any Supervision

Apr 10, 2020
Lina Mezghani, Sainbayar Sukhbaatar, Arthur Szlam, Armand Joulin, Piotr Bojanowski


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Energy-Based Models for Text

Apr 06, 2020
Anton Bakhtin, Yuntian Deng, Sam Gross, Myle Ott, Marc'Aurelio Ranzato, Arthur Szlam

* long journal version 

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I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-oriented dialogue agents

Feb 10, 2020
Shrimai Prabhumoye, Margaret Li, Jack Urbanek, Emily Dinan, Douwe Kiela, Jason Weston, Arthur Szlam


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I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-orientated dialogue agents

Feb 07, 2020
Shrimai Prabhumoye, Margaret Li, Jack Urbanek, Emily Dinan, Douwe Kiela, Jason Weston, Arthur Szlam


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Generating Interactive Worlds with Text

Dec 04, 2019
Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktaschel, Arthur Szlam, Jason Weston


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Why Build an Assistant in Minecraft?

Jul 25, 2019
Arthur Szlam, Jonathan Gray, Kavya Srinet, Yacine Jernite, Armand Joulin, Gabriel Synnaeve, Douwe Kiela, Haonan Yu, Zhuoyuan Chen, Siddharth Goyal, Demi Guo, Danielle Rothermel, C. Lawrence Zitnick, Jason Weston


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CraftAssist: A Framework for Dialogue-enabled Interactive Agents

Jul 19, 2019
Jonathan Gray, Kavya Srinet, Yacine Jernite, Haonan Yu, Zhuoyuan Chen, Demi Guo, Siddharth Goyal, C. Lawrence Zitnick, Arthur Szlam


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Real or Fake? Learning to Discriminate Machine from Human Generated Text

Jun 07, 2019
Anton Bakhtin, Sam Gross, Myle Ott, Yuntian Deng, Marc'Aurelio Ranzato, Arthur Szlam


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CraftAssist Instruction Parsing: Semantic Parsing for a Minecraft Assistant

Apr 17, 2019
Yacine Jernite, Kavya Srinet, Jonathan Gray, Arthur Szlam


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Learning to Speak and Act in a Fantasy Text Adventure Game

Mar 07, 2019
Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim RocktÀschel, Douwe Kiela, Arthur Szlam, Jason Weston


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The Second Conversational Intelligence Challenge (ConvAI2)

Jan 31, 2019
Emily Dinan, Varvara Logacheva, Valentin Malykh, Alexander Miller, Kurt Shuster, Jack Urbanek, Douwe Kiela, Arthur Szlam, Iulian Serban, Ryan Lowe, Shrimai Prabhumoye, Alan W Black, Alexander Rudnicky, Jason Williams, Joelle Pineau, Mikhail Burtsev, Jason Weston


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Learning Goal Embeddings via Self-Play for Hierarchical Reinforcement Learning

Nov 22, 2018
Sainbayar Sukhbaatar, Emily Denton, Arthur Szlam, Rob Fergus


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Dialogue Natural Language Inference

Nov 01, 2018
Sean Welleck, Jason Weston, Arthur Szlam, Kyunghyun Cho


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Lightweight Adaptive Mixture of Neural and N-gram Language Models

Oct 26, 2018
Anton Bakhtin, Arthur Szlam, Marc'Aurelio Ranzato, Edouard Grave


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Personalizing Dialogue Agents: I have a dog, do you have pets too?

Sep 25, 2018
Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, Jason Weston


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Planning with Arithmetic and Geometric Attributes

Sep 06, 2018
David Folqué, Sainbayar Sukhbaatar, Arthur Szlam, Joan Bruna


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Low-shot learning with large-scale diffusion

Jun 15, 2018
Matthijs Douze, Arthur Szlam, Bharath Hariharan, Hervé Jégou


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