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Don't Sweep your Learning Rate under the Rug: A Closer Look at Cross-modal Transfer of Pretrained Transformers



Danielle Rothermel , Margaret Li , Tim RocktÀschel , Jakob Foerster

* Accepted to ICML 2021 Workshop: Self-Supervised Learning for Reasoning and Perception 

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Recipes for Safety in Open-domain Chatbots



Jing Xu , Da Ju , Margaret Li , Y-Lan Boureau , Jason Weston , Emily Dinan


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



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


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



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



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



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


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Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training



Margaret Li , Stephen Roller , Ilia Kulikov , Sean Welleck , Y-Lan Boureau , Kyunghyun Cho , Jason Weston


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ACUTE-EVAL: Improved Dialogue Evaluation with Optimized Questions and Multi-turn Comparisons



Margaret Li , Jason Weston , Stephen Roller


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